Di-viner / LLM-Robustness-to-Irrelevant-Information
[COLM'24] "How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?"
☆21Updated 5 months ago
Alternatives and similar repositories for LLM-Robustness-to-Irrelevant-Information:
Users that are interested in LLM-Robustness-to-Irrelevant-Information are comparing it to the libraries listed below
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Updated last year
- Towards Systematic Measurement for Long Text Quality☆34Updated 6 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆46Updated 3 months ago
- Repo for outstanding paper@ACL 2023 "Do PLMs Know and Understand Ontological Knowledge?"☆31Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆56Updated 8 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated 11 months ago
- ☆29Updated 3 months ago
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Updated 5 months ago
- ☆59Updated 7 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆79Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆67Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆81Updated last month
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆58Updated 3 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- ☆31Updated last year
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆48Updated last year
- ☆41Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆24Updated last year
- [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback☆41Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 5 months ago
- This is the repository for paper "CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models"☆23Updated last year
- Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)☆22Updated last year
- Evaluate the Quality of Critique☆34Updated 10 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 3 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆54Updated 11 months ago
- Technical Report: Is ChatGPT a Good NLG Evaluator? A Preliminary Study☆43Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆29Updated last year
- ☆41Updated last year