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Showing 126–150 of 1596 papers

TitleStatusHype
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles—0
Inference-time Alignment in Continuous SpaceCode0
AI4Math: A Native Spanish Benchmark for University-Level Mathematical Reasoning in Large Language Models—0
MMATH: A Multilingual Benchmark for Mathematical ReasoningCode0
Steering LLM Reasoning Through Bias-Only Adaptation—0
Enumerate-Conjecture-Prove: Formally Solving Answer-Construction Problems in Math CompetitionsCode0
Does Representation Intervention Really Identify Desired Concepts and Elicit Alignment?—0
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors—0
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization—0
Anchored Diffusion Language Model—0
How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled BenchmarkCode0
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models—0
Decoupled Visual Interpretation and Linguistic Reasoning for Math Problem SolvingCode1
VideoGameBench: Can Vision-Language Models complete popular video games?—0
One RL to See Them All: Visual Triple Unified Reinforcement Learning—0
Value-Guided Search for Efficient Chain-of-Thought ReasoningCode1
Towards Revealing the Effectiveness of Small-Scale Fine-tuning in R1-style Reinforcement LearningCode1
Outcome-based Reinforcement Learning to Predict the Future—0
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs—0
RaDeR: Reasoning-aware Dense Retrieval ModelsCode1
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning ModelsCode0
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning—0
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement LearningCode2
Incremental Sequence Classification with Temporal Consistency—0
Veracity Bias and Beyond: Uncovering LLMs' Hidden Beliefs in Problem-Solving Reasoning—0
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