Stars
The official implementation of the paper "Mem-α: Learning Memory Construction via Reinforcement Learning"
AgentFlow: In-the-Flow Agentic System Optimization
SWE-Exp: Experience-Driven Software Issue Resolution
Building Open LLM Web Agents with Self-Evolving Online Curriculum RL
A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.
[EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
Official Implementation of ProxyThinker: Test-Time Guidance through Small Visual Reasoners.
[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning (NeurIPS2025-SEA)
[NeurIPS'25] The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing"
[ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
Reasoning Activation in LLMs via Small Model Transfer (NeurIPS 2025)
Structured Chemistry Reasoning with Large Language Models
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions (EMNLP 2023))
Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个
Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)
A curated list for Efficient Large Language Models
Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"
Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
[ICLR 2024] Lemur: Open Foundation Models for Language Agents
Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)