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Starbucks 2D Matryoshka Embeddings Demo
☕Rank documents using size‑adjustable embeddings
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Starbucks: Improved Training for 2D Matryoshka Embeddings
Paper • 2410.13230 • Published • 9 -
ielabgroup/Starbucks-msmarco
0.1B • Updated • 59 -
ielabgroup/Starbucks_STS
Sentence Similarity • 0.1B • Updated • 1 • 2
AI & ML interests
Information Retrieval
Recent Activity
AutoBool is a reinforcement learning (RL) framework for training large language models (LLMs) to generate high-quality Boolean queries for systema
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AutoBool Demo
🔬2Generate PubMed Boolean query from a research topic
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AutoBool: An Reinforcement-Learning trained LLM for Effective Automated Boolean Query Generation for Systematic Reviews
Paper • 2602.00005 • Published • 1 -
ielabgroup/Autobool-Qwen4b-No-reasoning
Reinforcement Learning • 4B • Updated • 242 • 2 -
ielabgroup/Autobool-Qwen4b-Reasoning-conceptual
Reinforcement Learning • 4B • Updated • 66 • 1
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Starbucks 2D Matryoshka Embeddings Demo
☕Rank documents using size‑adjustable embeddings
-
Starbucks: Improved Training for 2D Matryoshka Embeddings
Paper • 2410.13230 • Published • 9 -
ielabgroup/Starbucks-msmarco
0.1B • Updated • 59 -
ielabgroup/Starbucks_STS
Sentence Similarity • 0.1B • Updated • 1 • 2
AutoBool is a reinforcement learning (RL) framework for training large language models (LLMs) to generate high-quality Boolean queries for systema
-
AutoBool Demo
🔬2Generate PubMed Boolean query from a research topic
-
AutoBool: An Reinforcement-Learning trained LLM for Effective Automated Boolean Query Generation for Systematic Reviews
Paper • 2602.00005 • Published • 1 -
ielabgroup/Autobool-Qwen4b-No-reasoning
Reinforcement Learning • 4B • Updated • 242 • 2 -
ielabgroup/Autobool-Qwen4b-Reasoning-conceptual
Reinforcement Learning • 4B • Updated • 66 • 1
models 60
ielabgroup/Autobool-Qwen4b-Reasoning-objective
Reinforcement Learning • 4B • Updated • 19 • 2
ielabgroup/Autobool-Qwen4b-Reasoning
Reinforcement Learning • 4B • Updated • 37 • 2
ielabgroup/Autobool-Qwen4b-Reasoning-conceptual
Reinforcement Learning • 4B • Updated • 66 • 1
ielabgroup/Autobool-Qwen4b-No-reasoning
Reinforcement Learning • 4B • Updated • 242 • 2
ielabgroup/mesh_term_suggestion_biobert
Feature Extraction • Updated • 29
ielabgroup/Rank-R1-32B-v0.2
Text Ranking • Updated • 3
ielabgroup/dse-qwen2-2b-mrl-v1-safetensor
Visual Document Retrieval • 2B • Updated • 3 • 1
ielabgroup/bert-base-uncased-fineweb100bt-smae-width
Fill-Mask • 0.1B • Updated
ielabgroup/Starbucks_STS
Sentence Similarity • 0.1B • Updated • 1 • 2
ielabgroup/Setwise-SFT-14B-v0.1
Text Ranking • Updated
datasets 5
ielabgroup/stella_trec24_biogen_embedding
Viewer • Updated • 17.8M • 43 • 1
ielabgroup/processed_segmented_msmarco_v2.1_doc_dataset_small
Viewer • Updated • 69.5k • 16 • 1
ielabgroup/trec_biogen_pubmed_corpus_fix
Viewer • Updated • 17.8M • 51
ielabgroup/msmarco-passage-corpus-small
Viewer • Updated • 635k • 14
ielabgroup/fineweb-sample-10BT-128
Viewer • Updated • 68M • 54 • 3