WENGSYX / Self-VerificationLinks
We have released the code and demo program required for LLM with self-verification
☆60Updated last year
Alternatives and similar repositories for Self-Verification
Users that are interested in Self-Verification are comparing it to the libraries listed below
Sorting:
- ☆41Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆69Updated 10 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…☆114Updated 11 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆101Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆59Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆69Updated last year
- ☆48Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- Do Large Language Models Know What They Don’t Know?☆97Updated 7 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated 10 months ago
- ☆31Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated 11 months ago
- ☆98Updated last year
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆58Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆112Updated 9 months ago
- Lightweight tool to identify Data Contamination in LLMs evaluation☆51Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- This the implementation of LeCo☆31Updated 5 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- ☆86Updated 2 years ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆99Updated 10 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆98Updated 4 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆65Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆127Updated 11 months ago
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆26Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year