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upvoted 5 papers 4 days ago

Experiential Reinforcement Learning

Paper • 2602.13949 • Published 7 days ago • 61

UniWeTok: An Unified Binary Tokenizer with Codebook Size 2^{128} for Unified Multimodal Large Language Model

Paper • 2602.14178 • Published 6 days ago • 12

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published 11 days ago • 219

DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling

Paper • 2602.11968 • Published 9 days ago • 1

Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts

Paper • 2602.13367 • Published 8 days ago • 23

upvoted a paper 7 days ago

Inference-Time Hyper-Scaling with KV Cache Compression

Paper • 2506.05345 • Published Jun 5, 2025 • 30

upvoted 6 papers 11 days ago

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published 12 days ago • 66

Echoes as Anchors: Probabilistic Costs and Attention Refocusing in LLM Reasoning

Paper • 2602.06600 • Published 15 days ago • 2

F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare

Paper • 2602.06717 • Published 15 days ago • 71

Aster: Autonomous Scientific Discovery over 20x Faster Than Existing Methods

Paper • 2602.07040 • Published 18 days ago • 2

Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math

Paper • 2602.06291 • Published 16 days ago • 23

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published 14 days ago • 7

upvoted 6 papers 12 days ago

compar:IA: The French Government's LLM arena to collect French-language human prompts and preference data

Paper • 2602.06669 • Published 15 days ago • 7

Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published 17 days ago • 8

QuantLRM: Quantization of Large Reasoning Models via Fine-Tuning Signals

Paper • 2602.02581 • Published 21 days ago • 9

ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution

Paper • 2602.03075 • Published 19 days ago • 6

RaBiT: Residual-Aware Binarization Training for Accurate and Efficient LLMs

Paper • 2602.05367 • Published 17 days ago • 7

Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers

Paper • 2602.06079 • Published 18 days ago • 18

upvoted 2 papers 14 days ago

Beyond Fixed Frames: Dynamic Character-Aligned Speech Tokenization

Paper • 2601.23174 • Published 22 days ago • 3

Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning

Paper • 2602.04998 • Published 17 days ago • 6