TimSchopf/nlp_taxonomy_classifier
Text Classification • 0.1B • Updated • 6 • 7
id stringlengths 20 52 | title stringlengths 3 459 | abstract stringlengths 0 12.3k | classification_labels sequence | numerical_classification_labels sequence |
|---|---|---|---|---|
http://arxiv.org/abs/2105.05542v1 | !Qué maravilla! Multimodal Sarcasm Detection in Spanish: a Dataset and a Baseline | We construct the first ever multimodal sarcasm dataset for Spanish. The audiovisual dataset consists of sarcasm annotated text that is aligned with video and audio. The dataset represents two varieties of Spanish, a Latin American variety and a Peninsular Spanish variety, which ensures a wider dialectal coverage for th... | [
"Visual Data in NLP",
"Speech & Audio in NLP",
"Sentiment Analysis",
"Stylistic Analysis",
"Multimodality"
] | [
20,
70,
78,
67,
74
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SCOPUS_ID:84874514594 | " Dude, it's not a appropriate word" : Negotiating word meanings, language ideologies, and identities in a literature discussion group | This study explored how ideologies of language and literacy and social and academic identities were constructed and contested during a literature discussion. In the event, a group of five (and later six) boys in a fourth grade bilingual classroom attempt to identify an unknown word in their novel: booger. Microethnogra... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84864055289 | " Speak English!" A prescription or choice of English as a lingua franca in Ghanaian schools | One of the common practices in many basic schools in Ghana is the constant reminder to students to speak English at all times, and the threat of sanctions to those who do not abide by this language regulation. Considering that Ghana is a multilingual country, one would have thought that any of the Ghanaian languages ca... | [
"Multilinguality"
] | [
0
] |
SCOPUS_ID:84875601085 | " Why am I paraphrasing?": Undergraduate ESL writers' engagement with source-based academic writing and reading | One of the most common and vital areas of coverage in second language (L2) writing instruction is writing from sources, that is, the process of reading source text material and transferring content from that reading to writing. Research as well as everyday practice in the classroom has long shown that working with sour... | [
"Paraphrasing",
"Text Generation"
] | [
32,
47
] |
SCOPUS_ID:84936757377 | " there are no words " and " my language is full of words" continuous and joints in the theory of language christophe tarkos | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] | |
SCOPUS_ID:85031286739 | "'Tis my muse will have it so": Four Dimensions of scatology in Molloy | Writers have long employed scatology for shock value, satire, grotesque humor, and as a stimulus for philosophizing. In Molloy, Samuel Beckett employs scatology not only for satire but as a touchstone in examining the themes of language, creativity, religion, and existentialism. Beckett uses excrement as a metaphor to ... | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] |
SCOPUS_ID:85062969294 | "A Cruel King" Is Not the Same as "A King Who Is Cruel": Modifier Position Affects How Words Are Encoded and Retrieved From Memory | We examined whether the position of modifiers in English influences how words are encoded and subsequently retrieved from memory. Compared with premodifiers, postmodifiers might confer more perceptual significance to the associated head nouns, are more consistent with the "given-before-new" information structure, and m... | [
"Linguistics & Cognitive NLP",
"Information Retrieval",
"Linguistic Theories"
] | [
48,
24,
57
] |
SCOPUS_ID:85142329397 | "A Large Playground": Examining the Current State and Implications of Conversational Agent Adoption in Organizations | This study explores the short- and long-term expectations about adoption of conversational agents in the organizational frontline. Drawing from in-depth interviews with managers and developers in organizations that have implemented these agents, it sheds light on how the deployment of and collaboration with technology-... | [
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents"
] | [
11,
38
] |
http://arxiv.org/abs/2112.13800v1 | "A Passage to India": Pre-trained Word Embeddings for Indian Languages | Dense word vectors or 'word embeddings' which encode semantic properties of words, have now become integral to NLP tasks like Machine Translation (MT), Question Answering (QA), Word Sense Disambiguation (WSD), and Information Retrieval (IR). In this paper, we use various existing approaches to create multiple word embe... | [
"Language Models",
"Semantic Text Processing",
"Representation Learning"
] | [
52,
72,
12
] |
SCOPUS_ID:45449100949 | "A good Arab is not a dead Arab - A racist incitement": On the accessibility of negated concepts | According to the teachings of negation in psycholinguistics, concepts within the scope of negation are eradicated from the mental representation and replaced by available antonyms. Thus, given enough processing time, He is not alive is represented as He is dead. However, a systematic look at natural language use sugges... | [
"Linguistics & Cognitive NLP",
"Ethical NLP",
"Psycholinguistics",
"Responsible & Trustworthy NLP"
] | [
48,
17,
77,
4
] |
SCOPUS_ID:84904650745 | "A little more ironic" - Voice quality and segmental reduction differences between sarcastic and neutral utterances | The presented production experiment analyzes the phonetic differences between neutral (i.e. sincere) and sarcastically ironic utterances in German. Results show in line with previous studies that sarcastic irony is expressed by longer utterance durations, lower and flatter F0 contours, and a lower intensity level. More... | [
"Stylistic Analysis",
"Multimodality",
"Speech & Audio in NLP",
"Sentiment Analysis"
] | [
67,
74,
70,
78
] |
SCOPUS_ID:78149455858 | "A new description of empire": Edmund Burke and the regicide republic of letters | In a departure from the extensive scholarship which focuses on Edmund Burke's writings on the British Empire, this essay explores Burke's diagnosis of an entirely new imperial formation: "the universal empire of the Regicide Republick of France." In order to account for the emergence of this novel form of empire and to... | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] |
SCOPUS_ID:84884559741 | "A simple gal here, longing for loving, mutual understanding and stable relationship": Gendered performances in online personal advertisements | This study examines the representations of femininity and masculinity in the discourse of 200 online personal advertisements by Malaysian men and women. Using quantitative and qualitative methodologies, this study investigates the ways in which identity is gendered in the personals - how male and female identities, via... | [
"Information Retrieval",
"Text Classification",
"Information Extraction & Text Mining"
] | [
24,
36,
3
] |
SCOPUS_ID:84899845623 | "A stinking filthy race of people inbred with criminality" A discourse analysis of prejudicial talk about Gypsies in discussion forums | Gypsies have been shown to be a group subject to extreme prejudice and discrimination in the UK. The current research explores how Gypsies are portrayed and talked about within UK discussion forums. A discourse analysis was conducted on three discussion forums concerning Gypsies and how they should be treated. The anal... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85131434932 | "Abayomi, we are the revolution": Women's Rights and Samba at Rio de Janeiro | The advent of the feminist movement in the twentieth century made it possible for socially organized women to begin seeking for the recognition of their rights and the change of gender roles which were socially built. Women’s rights started to be recognized as a human right. However, criteria of race and class have alw... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85099478843 | "Adolescents are Terrorizing the North of the City" The emergence of street gangs as a media phenomenon in Quebec (1987-1989) | Before the development of the scientific field that deals with the institutional status of street gangs in Quebec, the category "street gang" was used in the media in a context of tension, struggle, and profound lability. Our objective was to take a genealogical perspective in analyzing both the struggles and instabili... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85127891947 | "Adverbs and functional heads" twenty years later: Cartographic methodology, verb raising and macro/micro-variation | Adverbs and Functional Heads: a Cross-Linguistic perspective (Cinque, Guglielmo. 1999. Adverbs and functional heads: A cross-linguistic perspective. New York & Oxford: Oxford University Press) - one of the founding works of "Syntactic Cartography"- combines some of the developments in Syntactic Theory from the 1980s an... | [
"Typology",
"Syntactic Text Processing",
"Multilinguality"
] | [
45,
15,
0
] |
SCOPUS_ID:85019559408 | "Alexa is my new BFF": Social roles, user satisfaction, and personification of the Amazon Echo | Amazon's Echo and its conversational agent Alexa open exciting opportunities for understanding how people perceive and interact with virtual agents. Drawing from user reviews of the Echo posted to Amazon.com, this case study explores the degree to which user reviews indicate personification of the device, sociability l... | [
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents"
] | [
11,
38
] |
SCOPUS_ID:85129748895 | "Alexa, Do You Want to Build a Snowman?" Characterizing Playful Requests to Conversational Agents | Conversational Agents (CAs) such as Apple's Siri and Amazon's Alexa are well-suited for task-oriented interactions ("Call Jason"), but other interaction types are often beyond their capabilities. One notable example is playful requests: for example, people ask their CAs personal questions ("What's your favorite color?"... | [
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents"
] | [
11,
38
] |
SCOPUS_ID:84879496567 | "Aliança pelo Centro Histórico": Discursive strategies legitimating hygienization processes in the city of São Paulo | The aim of this paper is to investigate the discursive strategies used by the Aliança pelo Centro Histórico in the media in order to reveal the existing conflict between the rights of the disadvantaged groups and the financial interests that takes place in the central area of the city of São Paulo. The undertaken analy... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85115297834 | "And i have voted for zou back then." online comments sections between text, discourse and community | Using examples from comment sections in the Swiss online news site watson.ch, we investigate the question whether such online reader communities show traces of communal relationships (in the sense of Max Weber) and if such an understanding is compatible with the concept of discourse communities. To this end, we first o... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85040908545 | "And this is the view from outside my window": On text and image interplay in university website blogs | The paper focuses on the institutional website as a complex genre with a relatively discontinuous inner structure, which is, however, coherent and cohesive, and unified by a common communication goal(s). The website is viewed as a discourse colony consisting of independent but related components realized in an array of... | [
"Visual Data in NLP",
"Multimodality"
] | [
20,
74
] |
SCOPUS_ID:84955306053 | "Answer ka type kya he?" learning to classify questions in code-mixed language | Code-Mixing (CM) is defined as the embedding of linguistic units such as phrases, words, and morphemes of one language into an utterance of another language. CM is a natural phenomenon observed in many multilingual societies. It helps in speeding-up communication and allows wider variety of expression due to which it h... | [
"Machine Translation",
"Information Retrieval",
"Information Extraction & Text Mining",
"Question Answering",
"Natural Language Interfaces",
"Text Generation",
"Text Classification",
"Multilinguality"
] | [
51,
24,
3,
27,
11,
47,
36,
0
] |
SCOPUS_ID:85039708455 | "Apparently, women don't know how to operate doors": A corpus-based analysis of women stereotypes in the TV series 3<sup>rd</sup> Rock from the Sun | This paper explores how women stereotypes are discursively evaluated in the TV sitcom 3rd Rock from the Sun by paying attention to the societal, cultural and ideological values they convey. Following recent trends for the study of television series (Bednarek, 2010), the analysis is both qualitative and quantitative, ad... | [
"Discourse & Pragmatics",
"Semantic Text Processing",
"Ethical NLP",
"Responsible & Trustworthy NLP"
] | [
71,
72,
17,
4
] |
SCOPUS_ID:85139457201 | "Are we still talking about the same thing?" MEG reveals perspective-taking in response to pragmatic violations, but not in anticipation | The current study investigates whether mentalizing, or taking the perspective of your interlocutor, plays an essential role throughout a conversation or whether it is mostly used in reaction to misunderstandings. This study is the first to use a brain-imaging method, MEG, to answer this question. In a first phase of th... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
http://arxiv.org/abs/2208.08909v2 | "Are you okay, honey?": Recognizing Emotions among Couples Managing Diabetes in Daily Life using Multimodal Real-World Smartwatch Data | Couples generally manage chronic diseases together and the management takes an emotional toll on both patients and their romantic partners. Consequently, recognizing the emotions of each partner in daily life could provide an insight into their emotional well-being in chronic disease management. Currently, the process ... | [
"Emotion Analysis",
"Sentiment Analysis",
"Multimodality"
] | [
61,
78,
74
] |
SCOPUS_ID:85114084661 | "Are you really voting for your favourites?" Multimodal genres and ideology in talent shows | This chapter presents an analysis of the multimodal discursive strategies employed in the creation of talent shows which have international editions and involve several contemporary "performance" spaces (TV, web, social networks) revealing a multifarious macro show genre which is not tied to a single media or web envir... | [
"Multimodality"
] | [
74
] |
SCOPUS_ID:85071501648 | "At home while you can." Discursive construction of home attachment in elderly people | The bond established between older people and their homes is a central concern in psychology. This study approaches to the phenomenon through discourse analysis on how place attachment is attributed to telecare users in Spain. The aim is to offer an approach to how place attachment is produced through talk during given... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85046621234 | "Autopoet" project: A semantic anomalies generator or a new existence creator? | The article is devoted to the problems of computer generation of semantically abnormal texts possessing a grammatically connected structure, but entering into an obvious contradiction with the logic of objective reality. Using the example of the "Autopoet" service developed by Yandex showed that machine text generation... | [
"Text Generation"
] | [
47
] |
http://arxiv.org/abs/2104.08673v2 | "Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models | Contextualized representations based on neural language models have furthered the state of the art in various NLP tasks. Despite its great success, the nature of such representations remains a mystery. In this paper, we present an empirical property of these representations -- "average" approximates "first principal co... | [
"Language Models",
"Semantic Text Processing",
"Representation Learning"
] | [
52,
72,
12
] |
SCOPUS_ID:85045849092 | "Bacon wrapped cancer": The discursive construction of meat carcinogenicity | In 2015, the World Health Organization published a report on the carcinogenicity of red and processed meat (IARC, 2015. Carcinogenicity of consumption of red and processed meat. The Lancet Oncology 16(16). 1599-1600), attracting intense interest from both the general public and the scientific community. This study comb... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84940829377 | "Between love and hatred": Pacifism, Gospel texts and images of Jesus in the writings of Y. T. Wu, 1918-1948 | The idea of pacifism, which Y. T. Wu, a famous Christian Intellectual in Republican China, stuck to for at least 20 years, has been dealt with in the previous scholarship on his life and thought. The less-attended question concerning pacifism, however, is how Wu's understanding, interpretation and use of various Gospel... | [
"Visual Data in NLP",
"Multimodality"
] | [
20,
74
] |
SCOPUS_ID:84969752945 | "Beyond GDP": Lessons from the discourses of institutional actors | New indicators "beyond GDP" have increasingly sparked interest among various actors, whose status, objectives and visions are very different. While the pioneer reflections on economic growth and GDP were first limited to environmentalist and activist movements, civil society and local policies, they have progressively ... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85015192902 | "Big data" and the electronic health record | OBJECTIVES: Implementation of Electronic Health Record (EHR) systems continues to expand. The massive number of patient encounters results in high amounts of stored data. Transforming clinical data into knowledge to improve patient care has been the goal of biomedical informatics professionals for many decades, and thi... | [
"Ethical NLP",
"Responsible & Trustworthy NLP"
] | [
17,
4
] |
SCOPUS_ID:84902077232 | "Bin ich wohl etwas naiv gewesen.": Zur Rezeption empirischer Bildungsforschung in der Öffentlichkeit - Das Beispiel ELEMENT | The authors inquire into the rules and patterns of the public discourse on the results of empirical educational research as illustrated by the public response to the Berlin ELEMENT-Study. 37 press articles published during the first six months after publication of the study's results are analyzed on the basis of the kn... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84991672189 | "Bits", "Chunks" and "Channel-switching": Perceptions of Cantonese-English code-switching | This paper compares the code-switching (CS) practices and perceptions of three groups of Cantonese-English bilinguals with different social backgrounds: (1) university-educated Hong Kong locals, (2) second-generation migrants in English-speaking countries and (3) Hong Kong students who have spent a significant amount o... | [
"Code-Switching",
"Multilinguality"
] | [
7,
0
] |
SCOPUS_ID:85029128269 | "Breakthrough into performance": How understanding communication as performance can transform teaching, learning, assessment and curriculum | The Engineering Communications Program (ECP) in the College of Engineering at Cornell University is gradually integrating a new understanding of communication. That understanding is technical and professional communication as performance. It is particularly responsive to many of the difficulties related to establishing... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85065444333 | "Brāhmana" as an honorific in "Indianized" mainland Southeast Asia: A linguistic approach | This article aims at demonstrating that the Old Khmer b/vrah originates from a syllabic depletion of the Sanskrit word brāhmana through a monosyllabization process, a widespread diachronic phenomenon among the Mon-Khmer languages of Mainland Southeast Asia. The paper will also show that this term must have been origina... | [
"Phonology",
"Syntactic Text Processing"
] | [
6,
15
] |
SCOPUS_ID:84902977568 | "But I Am Not One to Judge Her Actions": Thematic and Discursive Approaches to University Students' Responses to Women Who Smoke While Pregnant | Qualitative methodologies offer various approaches to interpreting qualitative data. Here we consider how different approaches to interpreting the same data can be useful in learning about the scope and utility of qualitative methods and in exploring the role of reflexivity in analytic decision making and interpretatio... | [
"Discourse & Pragmatics",
"Explainability & Interpretability in NLP",
"Semantic Text Processing",
"Responsible & Trustworthy NLP"
] | [
71,
81,
72,
4
] |
SCOPUS_ID:84865298004 | "But Most of All, They Fought Together": Judicial Attributions for Sentences in Convicting Battered Women Who Kill | The present study provides a discourse analysis of judicial attributions about battered women in Canadian sentencing decisions involving women convicted of killing their abusive intimate partners. For cases in which the accused received a jail sentence, judges downgraded acts of previous partner violence by using minim... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:62849092312 | "But it's all true!": Commercialism and commitment in the discourse of organic food promotion | Debates over food politics provide insight into the convergence of commercial and political discourses. As the organic food market has grown, campaigners and independent producers have faced the dilemma of how far they should promote their cause using standard marketing language. We report on a research project which c... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
http://arxiv.org/abs/2207.01483v1 | "COVID-19 was a FIFA conspiracy #curropt": An Investigation into the Viral Spread of COVID-19 Misinformation | The outbreak of the infectious and fatal disease COVID-19 has revealed that pandemics assail public health in two waves: first, from the contagion itself and second, from plagues of suspicion and stigma. Now, we have in our hands and on our phones an outbreak of moral controversy. Modern dependency on social medias has... | [
"Reasoning",
"Fact & Claim Verification",
"Ethical NLP",
"Responsible & Trustworthy NLP"
] | [
8,
46,
17,
4
] |
http://arxiv.org/abs/2004.12764v2 | "Call me sexist, but...": Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples | Research has focused on automated methods to effectively detect sexism online. Although overt sexism seems easy to spot, its subtle forms and manifold expressions are not. In this paper, we outline the different dimensions of sexism by grounding them in their implementation in psychological scales. From the scales, we ... | [
"Ethical NLP",
"Robustness in NLP",
"Responsible & Trustworthy NLP"
] | [
17,
58,
4
] |
SCOPUS_ID:84933502267 | "Can i make a party, mum?" The development of requests from childhood to adolescence | This study presents how requests are acquired and developed over an eight-year period by an EFL learner in a foreign language setting, where target language pragmatics is not an issue dealt with in the classroom. In order to assess pragmatic development, a role-play requiring requests was used. This study has been trig... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84947427295 | "Can i very please borrow it?": Request development in young Norwegian EFL learners | With the introduction of the notion of communicative competence to second-language learning and teaching (Canale and Swain 1980), and the recognition of the role of pragmatic competence within it (Bachman 1990; Bachman and Palmer 1996), interlanguage pragmatics (ILP) research has gained in popularity. However, with a f... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85091654763 | "Che cos'è? Va e de"?: Questions, answers and code-switching in two Swedish classes of Italian L2/LS | This conversation-analytic study investigates the use of code switching (henceforth CS) in three Italian L2 classrooms in Sweden. Specifically, when and why do teachers code switch in their questions? Is the language choice pedagogically motivated? Does the teachers' language choice have an influence over the students'... | [
"Code-Switching",
"Multilinguality"
] | [
7,
0
] |
SCOPUS_ID:85020502303 | "Clever tautologies" | This article covers a particular form of Wisława Szymborska conceptism, her Thought fugues, which turns the world's elements upside down and deconstructs them, uncovering their antinomies. The described reality takes the form of a concatenation, it is elliptic, based on seemingly symmetric tessellations, but in essence... | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] |
SCOPUS_ID:85048532446 | "Climate Change" Frames Detection and Categorization Based on Generalized Concepts | The subliminal impact of framing of social, political and environmental issues such as climate change has been studied for a long time in political science and communications research. Media framing offers "interpretative package" for average citizens on how to make sense of climate change and its consequences to their... | [
"Information Extraction & Text Mining",
"Information Retrieval",
"Text Classification",
"Text Clustering"
] | [
3,
24,
36,
29
] |
SCOPUS_ID:85115936634 | "Confine your women!": Diachronic development of Islamic interpretive discourse on the creation of woman | This article explores the diachronic development of Islamic interpretive discourse on the Qur'anic passage khalaqakum min nafsin waHidatin wa-khalaqa minha zawjaha, present in the first verse of Surat al-Nisa' and conventionally understood as the creation of the primeval couple, Adam and Eve. The analyses, performed wi... | [
"Discourse & Pragmatics",
"Explainability & Interpretability in NLP",
"Semantic Text Processing",
"Responsible & Trustworthy NLP"
] | [
71,
81,
72,
4
] |
SCOPUS_ID:85019124272 | "Contesting the cynicism of neoliberalism": A corpus-assisted discourse study of press representations of the Sino-US currency dispute | This article aims to expose the hegemony of neoliberalism in media discourse through a corpus-assisted discourse study of the representations of the Sino-US currency dispute in two newspapers - China Daily (CD) from China and The New York Times (NYT) from the US. The findings suggest that while neoliberal ideology can ... | [
"Discourse & Pragmatics",
"Semantic Text Processing",
"Representation Learning"
] | [
71,
72,
12
] |
SCOPUS_ID:84922722897 | "Contextually" speaking: A survey of pragmatic learning abroad, in class, and online | In order to acquire pragmatic competence, learners must have access to the target language input and opportunities for pragmatic practice. Over the last three decades, research has emerged to specify this fundamental condition of pragmatic learning. Existing studies fall primarily into three main categories: study abro... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85126070295 | "Correlation between context and language at a high delicate level: taking Chinese emotion ? as an example" | In systemic functional linguistics, a delicate system of context is necessary for providing specific and checkable criteria for language choice. However, due to the complexity and vastness of the context system, little work has been undertaken for its extension, which results in a general and loose interpretation of th... | [
"Emotion Analysis",
"Sentiment Analysis"
] | [
61,
78
] |
http://arxiv.org/abs/2210.13039v1 | "Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds | Proper noun compounds, e.g., "Covid vaccine", convey information in a succinct manner (a "Covid vaccine" is a "vaccine that immunizes against the Covid disease"). These are commonly used in short-form domains, such as news headlines, but are largely ignored in information-seeking applications. To address this limitatio... | [
"Explainability & Interpretability in NLP",
"Responsible & Trustworthy NLP"
] | [
81,
4
] |
SCOPUS_ID:79954576335 | "Delinquent behaviour as a kind of body politics" against adult regulations - Young people's discourses in Hong Kong | Usually, discourses of young people, particularly for the voices of 'youth-at-disadvantage', are silenced no matter in the social construction of their experiences or in the social investigation of their behaviour. Without their voices, a discourse of individual deficits is usually constructed to talk about their delin... | [
"Discourse & Pragmatics",
"Semantic Text Processing",
"Speech & Audio in NLP",
"Multimodality"
] | [
71,
72,
70,
74
] |
SCOPUS_ID:85139996855 | "Después tampoco no podía trabajar". Negation in Spanish spoken by Mapudungun-Spanish bilinguals | Studies about the Spanish variety spoken by Mapudungun-Spanish bilinguals or español mapuchizado have reported a series of divergent features that makes it different from Chilean Spanish. However, until now no studies about the domain of negation in that variety of Spanish have been done. This work aims to study negati... | [
"Typology",
"Syntactic Text Processing",
"Multilinguality"
] | [
45,
15,
0
] |
SCOPUS_ID:79957581284 | "Dialogue" in cross-cultural perspective: Japanese, Korean, and Russian discourses | Dialogue has become a key, cultural term in global English. Pleas for its use and enactment are prominent in many spheres of international activity. Following earlier works, this article explores terms (or characters) and practices which relate to dialogue in three cultural discourses: Japanese, Korean, and Russian. Re... | [
"Discourse & Pragmatics",
"Natural Language Interfaces",
"Semantic Text Processing",
"Dialogue Systems & Conversational Agents"
] | [
71,
11,
72,
38
] |
SCOPUS_ID:49349097380 | "Did they really say that?" - The women of Wenatchee: Vulnerability, confessions, and linguistic analysis | This article analyzes the vulnerabilities of certain women in custodial interrogations in the United States through legal, linguistic, and discourse analysis. At special risk are the impoverished or working class, the ill educated or illiterate, those with disabilities, or those who are nonnative speakers of English. P... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
http://arxiv.org/abs/2010.00310v3 | "Did you really mean what you said?" : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings | With the increased use of social media platforms by people across the world, many new interesting NLP problems have come into existence. One such being the detection of sarcasm in the social media texts. We present a corpus of tweets for training custom word embeddings and a Hinglish dataset labelled for sarcasm detect... | [
"Language Models",
"Semantic Text Processing",
"Representation Learning",
"Sentiment Analysis",
"Stylistic Analysis",
"Multilinguality"
] | [
52,
72,
12,
78,
67,
0
] |
http://arxiv.org/abs/2206.15010v1 | "Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer | Few-shot transfer often shows substantial gain over zero-shot transfer~\cite{lauscher2020zero}, which is a practically useful trade-off between fully supervised and unsupervised learning approaches for multilingual pretrained model-based systems. This paper explores various strategies for selecting data for annotation ... | [
"Language Models",
"Low-Resource NLP",
"Semantic Text Processing",
"Representation Learning",
"Responsible & Trustworthy NLP",
"Multilinguality"
] | [
52,
80,
72,
12,
4,
0
] |
SCOPUS_ID:85058422755 | "Do You Remember Going to the Beach?": References to Internal States in Polish and American Mother-Preschooler Shared Narratives | The present study examined references to cognitive states and emotions in narratives produced by mothers and preschoolers (aged 3 or 5 years) in Polish and American families. Participants were 32 mother-child dyads from Poland and 32 mother-child dyads from the United States. The two samples were matched with regard to... | [
"Psycholinguistics",
"Linguistics & Cognitive NLP"
] | [
77,
48
] |
SCOPUS_ID:85014783462 | "Do animals have accents?": Talking with agents in multi-party conversation | In this paper we unpack the use of conversational agents, or so-called intelligent personal assistants (IPAs), in multiparty conversation amongst a group of friends while they are socialising in a café. IPAs such as Siri or Google Now can be found on a large proportion of personal smartphones and tablets, and are promo... | [
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents"
] | [
11,
38
] |
SCOPUS_ID:84904735639 | "Do you understand?": An analysis of native and non-native EFL teachers' questioning patterns at a Taiwanese cram school | A number of young Taiwanese students take extra English lessons at cram schools where classes are taught in English by native speakers of English; however, not much has been studied in such settings in previous literature. This study investigated questioning patterns of four cram school teachers, two native and two non... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84900414135 | "Double contingency" and semiotics of protest: An interdisciplinary perspective | The purpose of this paper is to briefly compare Barthes's and Luhmann's conceptions of the nature of communication, together with Stirner's theory of language. The relation between protest and processes of communication is analyzed by means of the concepts of "social structure" and "double contingency". The relation be... | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] |
SCOPUS_ID:84923882840 | "Dr. Detective": Combining gamification techniques and crowdsourcing to create a gold standard in medical text | This paper proposes a design for a gamified crowdsourcing workflow to extract annotation from medical text. Developed in the context of a general crowdsourcing platform, Dr. Detective is a game with a purpose that engages medical experts into solving annotation tasks on medical case reports, tailored to capture disagre... | [
"Information Extraction & Text Mining"
] | [
3
] |
SCOPUS_ID:85063550582 | "E Maruthuvachi"-Information extraction framework for data about obstetrics and gynecology in Tamil | Technology is transforming the world from traditional into Artificial Intelligence. Human beings are adopting themselves into the change using Technology. India is famous for the name of unique traditional culture. The traditional culture protected people to do useful things. Especially for women, they were protected b... | [
"Language Models",
"Semantic Text Processing",
"Information Extraction & Text Mining"
] | [
52,
72,
3
] |
SCOPUS_ID:84921557811 | "Edison" and "Russell" | This chapter presents the text of the conversion between a roboticist and a theoretical neurobiologist about the issue of emotion. The roboticist suggested that it would be useful to have a list of definitions of key terms on the subject of emotion that takes into account logical alternative views. The theoretical neur... | [
"Emotion Analysis",
"Sentiment Analysis"
] | [
61,
78
] |
SCOPUS_ID:85130531200 | "Elinor's Talking to Me!":Integrating Conversational AI into Children's Narrative Science Programming | Video programs are important, accessible educational resources for young children, especially those from an under-resourced backgrounds. These programs' potential can be amplified if children are allowed to socially interact with media characters during their video watching. This paper presents the design and empirical... | [
"Visual Data in NLP",
"Programming Languages in NLP",
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents",
"Multimodality"
] | [
20,
55,
11,
38,
74
] |
SCOPUS_ID:10244252883 | "English Only" and our struggle to understand the concept of language | In this paper, I examine the impact of three language theories, nomenclaturism, segregationalism, and integrationalism, on our view of language. Specifically, I examine "English Only" laws and the way in which the legal community has relied on language theories, implicitly and explicitly, in responding to these laws. T... | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] |
SCOPUS_ID:77649193255 | "Filming in Progress": New spaces for multimodal designing | Global trends call for new research to investigate multimodal designing mediated by new technologies and the implications for classroom spaces. This article addresses the relationship between new technologies, students' multimodal designing, and the social production of classroom spaces. Multimodal semiotics and sociol... | [
"Multimodality"
] | [
74
] |
SCOPUS_ID:84931363724 | "Fortune at the bottom of the Classifier Pyramid": A Novel approach to Human Activity Recognition | "Fortune at the Bottom of the Pyramid", penned by the noted economist Prof. C. K. Prahalad1, talked about the wealth creating potentials of entities at the bottom of the economic hierarchy. Taking the same cue into classifier research in Machine Learning, Naive Bayes classifier is often the beaten boy among its contemp... | [
"Information Retrieval",
"Text Classification",
"Information Extraction & Text Mining"
] | [
24,
36,
3
] |
SCOPUS_ID:84875346119 | "Friend Moments": A Discursive Study of Friendship | The current study adopted an interactional perspective toward friendship and directly explored how pairs of self-identified friends practice friendship within a research conversation. Twelve pairs of young adult friends were interviewed together about their friendship, and the transcripts were analyzed using discourse ... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:85143621971 | "From first words to the first form": 100 years afterwards | The material of the research includes A. N. Gvozdev’s diary entries entitled "From first words to the first form" and the records of the ‘speech start’ of three XXIst-century children. Taking the data into account, the author attempts to compare the speech acquisition of A. N. Gvozdev’s son Zhenya that is recorded in t... | [
"Language Models",
"Semantic Text Processing",
"Speech & Audio in NLP",
"Syntactic Text Processing",
"Phonetics",
"Multimodality"
] | [
52,
72,
70,
15,
64,
74
] |
SCOPUS_ID:84979800825 | "Garbled demography" or "Demographization of the social"? - A Foueaultian Discourse Analysis of German Demographic Change at the Beginning of the 21st Century | German discourses of demographic change are characterized by alarmist scenarios. Especially since the turn of the millennium, a growing amount of publications addresses population aging and shrinking by depicting mostly dystopian future scenarios. Allegedly inevitable consequences with fundamental relevance for society... | [
"Discourse & Pragmatics",
"Explainability & Interpretability in NLP",
"Semantic Text Processing",
"Responsible & Trustworthy NLP"
] | [
71,
81,
72,
4
] |
SCOPUS_ID:84958554164 | "Girlfriend getaway" as a contested term: Discourse analysis | All-female leisure travel is a fast growing tourism market segment that is frequently called "girlfriend getaways." This study explored the meanings associated with the "girlfriend getaway" term, using discourse analysis to understand the ways women build significance, activities, identities, relationships, politics, c... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:77149161459 | "Global" discourses of democracy and an English city | In many contemporary polities, democracy is portrayed as a universal good, a democratic ideal appears to be spreading globally, its practice burgeoning; it seems to be appearing for the first time in some places and deepening in established democracies. Yet, when one looks for the concrete touch of democracy in one's o... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
http://arxiv.org/abs/1903.05210v1 | "Hang in There": Lexical and Visual Analysis to Identify Posts Warranting Empathetic Responses | In the past few years, social media has risen as a platform where people express and share personal incidences about abuse, violence and mental health issues. There is a need to pinpoint such posts and learn the kind of response expected. For this purpose, we understand the sentiment that a personal story elicits on di... | [
"Visual Data in NLP",
"Responsible & Trustworthy NLP",
"Ethical NLP",
"Multimodality"
] | [
20,
4,
17,
74
] |
SCOPUS_ID:85104733245 | "Haptic Verbs" in current political speeches - An approach within the framework of embodied cognition and enaction | This contribution shows that mental concepts are not static but fluid in nature and are constituted by a combination of perceptual parameters anchored in our visual perception, corporal experience and neuronal simulation. We will focus on the haptic verbs donner ('to give', volitional [transfer]), prendre ('to take', [... | [
"Discourse & Pragmatics",
"Semantic Text Processing",
"Speech & Audio in NLP",
"Multimodality"
] | [
71,
72,
70,
74
] |
http://arxiv.org/abs/1709.01950v1 | "Having 2 hours to write a paper is fun!": Detecting Sarcasm in Numerical Portions of Text | Sarcasm occurring due to the presence of numerical portions in text has been quoted as an error made by automatic sarcasm detection approaches in the past. We present a first study in detecting sarcasm in numbers, as in the case of the sentence 'Love waking up at 4 am'. We analyze the challenges of the problem, and pre... | [
"Stylistic Analysis",
"Sentiment Analysis"
] | [
67,
78
] |
SCOPUS_ID:84936998631 | "He just has to like ham" - The centrality of meat in home and consumer studies | This study aimed to describe Discourses on meat in the school subject Home and Consumer Studies in five different northern Swedish schools. Fifty-nine students and five teachers from five different schools were recorded and in some cases video-taped during lessons. Results indicate that meat was seen as central to nutr... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84884474843 | "Heaven and Hell on Earth" A critical discourse analysis of religious terms in Norwegian autobiographies describing personal experience of mental health problems | This article explores the use of religious terms in six Norwegian autobiographies written between 1925 and 2005 by people who themselves have been patients in the mental health services. Through a critical discourse analysis, we discuss the functions of religious discourse in the texts and its position in contrast to t... | [
"Discourse & Pragmatics",
"Semantic Text Processing",
"Ethical NLP",
"Responsible & Trustworthy NLP"
] | [
71,
72,
17,
4
] |
SCOPUS_ID:84878394208 | "Help me, i need more user tests!" User simulations as supportive tool in the development process of spoken dialogue systems | In this paper we present our experiences in developing a spoken dialogue system supported by tests with a user simulation. Since the code of dialogue systems with modest complexity can easily get unclear, it is almost impossible to deliver error-free systems without user tests in the development process. We show how we... | [
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents"
] | [
11,
38
] |
SCOPUS_ID:67349091172 | "Here the scientists explain what i said." Coordination practices elicited during the enactment of the results and discussion sections of adapted primary literature0 | Adapted primary literature (APL) is a novel text genre that retains the authentic characteristics of primary literature. Learning through APL represents an educational intervention with an authentic scientific context. In this case study, we analyzed the 80-min discourse developed during the enactment of an article fro... | [
"Discourse & Pragmatics",
"Explainability & Interpretability in NLP",
"Semantic Text Processing",
"Responsible & Trustworthy NLP"
] | [
71,
81,
72,
4
] |
SCOPUS_ID:84871046014 | "Heteroglossia" in Czech folk songs: Some text-linguistic probes into their texture | This paper demonstrates the mutual relations between the various "voices" in Czech folk songs and the way in which these voices can be identified. The introductory section characterizes the specific features of the songs: the concision and condensation of their structure, as well as their emotionality of expression. Th... | [
"Speech & Audio in NLP",
"Multimodality"
] | [
70,
74
] |
SCOPUS_ID:85068771814 | "Hey Google, do unicorns exist?": Conversational agents as a path to answers to children's questions | Children are known to be curious and persistent questionaskers. The pervasiveness of voice interfaces represents an opportunity for children who are not yet fluent readers to independently search the Internet by asking questions through conversational agents such as Amazon Alexa, Apple's Siri, and the Google Assistant.... | [
"Natural Language Interfaces",
"Multimodality",
"Speech & Audio in NLP",
"Dialogue Systems & Conversational Agents"
] | [
11,
74,
70,
38
] |
SCOPUS_ID:3042511850 | "Hire" or "Fire"? Taking AD-vantage of innovations in the Japanese syllabary system | [
"Phonology",
"Syntactic Text Processing"
] | [
6,
15
] | |
SCOPUS_ID:85117251604 | "Hope it's not just the honeymoon phase": online discursive portrayals of migrant domestic helpers | This paper examines online discursive representations of migrant domestic helpers (MDHs) by Hong Kong employers. Unlike existing research, which concentrates on the experiences of MDHs from their own perspectives, this study focuses on positive narrations about MDHs by their employers. Using critical discourse analysis... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
http://arxiv.org/abs/2109.13489v1 | "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations | Most prior work in dialogue modeling has been on written conversations mostly because of existing data sets. However, written dialogues are not sufficient to fully capture the nature of spoken conversations as well as the potential speech recognition errors in practical spoken dialogue systems. This work presents a new... | [
"Speech & Audio in NLP",
"Robustness in NLP",
"Natural Language Interfaces",
"Text Generation",
"Dialogue Systems & Conversational Agents",
"Responsible & Trustworthy NLP",
"Speech Recognition",
"Multimodality"
] | [
70,
58,
11,
47,
38,
4,
10,
74
] |
SCOPUS_ID:85146199255 | "How Was the Match?": Semantic Similarity between Electronic Media Commentary and Work Domain Analysis Key Phrases | Football player's performance can be measured in an objective way (e. g. Goals scored, assists, interceptions), this being seldom a method to compare and rank the best players by categories. Over years of study, many other factors that can influence the players performance were discovered and studied, considering not o... | [
"Semantic Text Processing",
"Semantic Similarity"
] | [
72,
53
] |
SCOPUS_ID:10444274177 | "How can you tell?" Towards a common sense explanation of conversational code-switching | Rational Choice (RC) models of code-switching argue that bilingual speakers make rational choices according to the rights and obligations they perceive in a given situation. Some situations are marked and some unmarked. Speakers choose their languages to index their rational decisions, as well as their attitudes and id... | [
"Code-Switching",
"Commonsense Reasoning",
"Explainability & Interpretability in NLP",
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents",
"Responsible & Trustworthy NLP",
"Reasoning",
"Multilinguality"
] | [
7,
62,
81,
11,
38,
4,
8,
0
] |
SCOPUS_ID:43249141105 | "How come most people don't see it?": Slashing the Lord of the rings | The now well-established fan tradition of "slash fiction" locates homoerotic undercurrents beneath the surface of popular films, television serials, and books, from Star Trek to Pride and Prejudice. The encoding/decoding model of media production and reception has recently been used to explain how enthusiasts of slash ... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:35648995839 | "How may I help you?" Politeness in computer-mediated and face-to-face library reference transactions | Drawing upon Wittgenstein's theory of language games, we apply a pragmatic approach to organizational communication. The study extends current theories of computer-mediated communication, and explores how language actually gets used across media. We conduct a comparative study of face-to-face versus computer-mediated r... | [
"Linguistics & Cognitive NLP",
"Linguistic Theories"
] | [
48,
57
] |
SCOPUS_ID:84922041868 | "How much context do you need?" An experiment about the context size in Interactive Cross-language Question Answering. | The main topic of this paper is the context size needed for an efficient Interactive Cross-language Question Answering system. We compare two approaches: the first one (baseline system) shows user whole passages (maximum context: 10 sentences). The second one (experimental system) shows only a clause (minimum context).... | [
"Natural Language Interfaces",
"Question Answering"
] | [
11,
27
] |
SCOPUS_ID:33749610800 | "How much context do you need?": An experiment about the context size in Interactive Cross-Language Question Answering | The main topic of this paper is the context size needed for an efficient Interactive Cross-language Question Answering system. We compare two approaches: the first one (baseline system) shows the user whole passages (maximum context: 10 sentences). The second one (experimental system) shows only a clause (minimum conte... | [
"Passage Retrieval",
"Natural Language Interfaces",
"Question Answering",
"Information Retrieval"
] | [
66,
11,
27,
24
] |
SCOPUS_ID:84887731559 | "How-to" questions answering using relations-based summarization | The problem considered in this paper relates to searching for "How-to" question answers and identifying the main semantic part in the answers found. We propose a "bag-of-relations" method for document summarization. This approach consists in identifying sentences that correspond to the key relations the most. Rating of... | [
"Question Answering",
"Summarization",
"Natural Language Interfaces",
"Text Generation",
"Information Extraction & Text Mining"
] | [
27,
30,
11,
47,
3
] |
SCOPUS_ID:85091269022 | "Human, All Too Human": NOAA Weather Radio and the Emotional Impact of Synthetic Voices | The integration of text-to-speech into an open technology stack for low-power FM community radio stations is an opportunity to automate laborious processes and increase accessibility to information in remote communities. However, there are open questions as to the perceived contrast of synthetic voices with the local a... | [
"Speech & Audio in NLP",
"Multimodality"
] | [
70,
74
] |
SCOPUS_ID:85129811319 | "I Have No Text in My Post": Using Visual Hints to Model User Emotions in Social Media | As an emotion plays an important role in people's everyday lives and is often mirrored in their social media use, extensive research has been conducted to characterize and model emotions from social media data. However, prior research has not sufficiently considered trends of social media use - the increasing use of im... | [
"Visual Data in NLP",
"Emotion Analysis",
"Sentiment Analysis",
"Multimodality"
] | [
20,
61,
78,
74
] |
SCOPUS_ID:85085639330 | "I Hear You, i Feel You": Encouraging Deep Self-disclosure through a Chatbot | Chatbots have great potential to serve as a low-cost, effective tool to support people's self-disclosure. Prior work has shown that reciprocity occurs in human-machine dialog; however, whether reciprocity can be leveraged to promote and sustain deep self-disclosure over time has not been systematically studied. In this... | [
"Natural Language Interfaces",
"Dialogue Systems & Conversational Agents"
] | [
11,
38
] |
SCOPUS_ID:84873940602 | "I Wouldn't Have Said it That Way": Mediating professional editorial comments in a secondary school science classroom | This article presents an analysis of a videotaped lecture from a secondary school science classroom. The students in this class had drafted science journalism articles and submitted them for professional editorial review and possible publication in a science newsmagazine for a teenage audience. Before allowing her stud... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:84919624765 | "I am a waste of breath, of space, of time": Metaphors of self in a pro-anorexia group | According to recent research on eating disorders, heavy users of pro-anorexia (pro-ana) sites show higher levels of disordered eating and more severe impairment of quality of life than non-heavy users. A better understanding of how pro-ana members self-present in the virtual world could shed some light on these offline... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
SCOPUS_ID:22844438431 | "I am not a drug abuser, I am a drug user": A discourse analysis of 44 drug users' construction of identity | Based on individual conversational interviews with 44 socially integrated drug users in Stockholm, this article examines the informants' self-presentations and their representations of drug abusers. The results show that the informants strive towards positive self-presentation. In this process, the drug abuser identity... | [
"Discourse & Pragmatics",
"Semantic Text Processing"
] | [
71,
72
] |
End of preview. Expand in Data Studio
NLP Taxonomy Classification Data
The dataset consists of titles and abstracts from NLP-related papers. Each paper is annotated with multiple fields of study from the NLP taxonomy. Each sample is annotated with all possible lower-level concepts and their hypernyms in the NLP taxonomy. The training dataset contains 178,521 weakly annotated samples. The test dataset consists of 828 manually annotated samples from the EMNLP22 conference. The manually labeled test dataset might not contain all possible classes since it consists of EMNLP22 papers only, and some rarer classes haven’t been published there. Therefore, we advise creating an additional test or validation set from the train data that includes all the possible classes.
📄 Paper: Exploring the Landscape of Natural Language Processing Research (RANLP 2023)
💻 GitHub: https://github.com/sebischair/Exploring-NLP-Research
🤗 Model: https://huggingface.co/TimSchopf/nlp_taxonomy_classifier
NLP Taxonomy
A machine readable version of the NLP taxonomy is available in our code repository as an OWL file: https://github.com/sebischair/Exploring-NLP-Research/blob/main/NLP-Taxonomy.owl
For our work on NLP-KG, we extended this taxonomy to a large hierarchy of fields of study in NLP and made it available in a machine readable format as an OWL file at: https://github.com/NLP-Knowledge-Graph/NLP-KG-WebApp
Citation information
When citing our work in academic papers and theses, please use this BibTeX entry:
@inproceedings{schopf-etal-2023-exploring,
title = "Exploring the Landscape of Natural Language Processing Research",
author = "Schopf, Tim and
Arabi, Karim and
Matthes, Florian",
editor = "Mitkov, Ruslan and
Angelova, Galia",
booktitle = "Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing",
month = sep,
year = "2023",
address = "Varna, Bulgaria",
publisher = "INCOMA Ltd., Shoumen, Bulgaria",
url = "https://aclanthology.org/2023.ranlp-1.111",
pages = "1034--1045",
abstract = "As an efficient approach to understand, generate, and process natural language texts, research in natural language processing (NLP) has exhibited a rapid spread and wide adoption in recent years. Given the increasing research work in this area, several NLP-related approaches have been surveyed in the research community. However, a comprehensive study that categorizes established topics, identifies trends, and outlines areas for future research remains absent. Contributing to closing this gap, we have systematically classified and analyzed research papers in the ACL Anthology. As a result, we present a structured overview of the research landscape, provide a taxonomy of fields of study in NLP, analyze recent developments in NLP, summarize our findings, and highlight directions for future work.",
}
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Models trained or fine-tuned on TimSchopf/nlp_taxonomy_data