SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published 13 days ago • 26
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13 • 51
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Paper • 2510.03528 • Published Oct 3 • 17
IntrEx: A Dataset for Modeling Engagement in Educational Conversations Paper • 2509.06652 • Published Sep 8 • 24
Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation Paper • 2508.05909 • Published Aug 8 • 21
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10 • 98
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time Paper • 2502.19230 • Published Feb 26 • 2
RoleMRC Collection A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following • 6 items • Updated Mar 7 • 2
Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models Paper • 2501.13629 • Published Jan 23 • 48
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence Paper • 2406.10957 • Published Jun 16, 2024 • 2
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring Paper • 2406.19949 • Published Jun 28, 2024 • 1
AERA Collection Resources for EMNLP 2023 Paper: Distilling ChatGPT for Explainable Automated Student Answer Assessment • 3 items • Updated Oct 22 • 1
MCTS with Preference Optimisation Collection Resources for EMNLP 2024 Paper: Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring • 8 items • Updated Oct 22 • 2
SamPO Collection Resources for EMNLP 2024 Paper: Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence • 4 items • Updated Oct 22 • 2