Lei Wang

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upvoted a paper 4 days ago

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Paper • 2412.21187 • Published 7 days ago • 25

upvoted 7 papers 9 days ago

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 19 days ago • 117

Qwen2.5 Technical Report

Paper • 2412.15115 • Published 18 days ago • 336

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published 13 days ago • 34

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published 14 days ago • 41

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 14 days ago • 44

Outcome-Refining Process Supervision for Code Generation

Paper • 2412.15118 • Published 18 days ago • 19

DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought

Paper • 2412.17498 • Published 14 days ago • 21

upvoted 4 papers 18 days ago

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published 19 days ago • 48

SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models

Paper • 2412.11605 • Published 21 days ago • 16

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations

Paper • 2412.13171 • Published 20 days ago • 31

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published 20 days ago • 91

upvoted a paper 19 days ago

Smaller Language Models Are Better Instruction Evolvers

Paper • 2412.11231 • Published 22 days ago • 27

upvoted 2 papers 21 days ago

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published 28 days ago • 66

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published 28 days ago • 72

upvoted 5 papers about 1 month ago

Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 46

Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability

Paper • 2411.19943 • Published Nov 29, 2024 • 56

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

Paper • 2411.18478 • Published Nov 27, 2024 • 33

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Paper • 2411.14199 • Published Nov 21, 2024 • 30

BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games

Paper • 2411.13543 • Published Nov 20, 2024 • 18