du-nlp-lab / LLM4SR
LLM for Scientific Research Survey
☆82Updated 3 months ago
Alternatives and similar repositories for LLM4SR:
Users that are interested in LLM4SR are comparing it to the libraries listed below
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆85Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆114Updated 7 months ago
- This the implementation of LeCo☆31Updated 3 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆118Updated last month
- ☆144Updated last month
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆90Updated 3 months ago
- ☆55Updated 6 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆110Updated 9 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆75Updated 4 months ago
- MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension☆43Updated 5 months ago
- A curated list of papers on LLMs and agents for scientific research and development☆52Updated 4 months ago
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆51Updated 5 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆71Updated last week
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆56Updated last year
- Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]☆57Updated 3 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆107Updated 2 weeks ago
- [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models☆46Updated last month
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆102Updated 7 months ago
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆35Updated 2 months ago
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆80Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆110Updated 2 weeks ago
- ☆100Updated last month
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆62Updated 2 weeks ago
- An Easy-to-use Hallucination Detection Framework for LLMs.☆58Updated last year
- Large Language Models Can Self-Improve in Long-context Reasoning☆69Updated 5 months ago
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆36Updated last week
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆65Updated 3 weeks ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 5 months ago