byronBBL / CK-PLUGLinks
Official repository of paper "Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models"
☆23Updated 5 months ago
Alternatives and similar repositories for CK-PLUG
Users that are interested in CK-PLUG are comparing it to the libraries listed below
Sorting:
- ☆25Updated 7 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 2 weeks ago
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆46Updated 8 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆31Updated 5 months ago
- ☆25Updated 6 months ago
- Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision☆16Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆128Updated 9 months ago
- ☆69Updated 4 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆48Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆131Updated 7 months ago
- This is the code of MMOA-RAG.☆83Updated 5 months ago
- [ICML 2025] Official resources of "KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search".☆33Updated 2 months ago
- ☆38Updated 2 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆63Updated last year
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Fin…☆36Updated 11 months ago
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆46Updated 4 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆57Updated 4 months ago
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆23Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆144Updated last year
- ☆50Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆135Updated last year
- This the implementation of LeCo☆31Updated 9 months ago
- Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"☆25Updated last year
- The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"☆83Updated last month
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆65Updated 4 months ago
- [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.☆79Updated last week
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆102Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 9 months ago