RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published 9 days ago • 12
RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments Paper • 2511.07317 • Published 26 days ago • 13
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published 12 days ago • 54
KLASS: KL-Guided Fast Inference in Masked Diffusion Models Paper • 2511.05664 • Published 29 days ago • 35
LEGO-Eval: Towards Fine-Grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation Paper • 2511.03001 • Published Nov 4 • 46
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability Paper • 2506.01789 • Published Jun 2 • 14
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL Paper • 2506.02338 • Published Jun 3 • 5
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL Paper • 2505.22096 • Published May 28 • 1
FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS Paper • 2505.16409 • Published May 22 • 2
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Paper • 2406.05761 • Published Jun 9, 2024 • 3
Evaluating Robustness of Reward Models for Mathematical Reasoning Paper • 2410.01729 • Published Oct 2, 2024
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics Paper • 2406.14703 • Published Jun 20, 2024 • 2
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15 • 26
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Paper • 2504.20734 • Published Apr 29 • 61