technion-cs-nlp / hallucination-mitigationLinks
☆22Updated 9 months ago
Alternatives and similar repositories for hallucination-mitigation
Users that are interested in hallucination-mitigation are comparing it to the libraries listed below
Sorting:
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"☆33Updated 3 months ago
- Evaluate the Quality of Critique☆36Updated last year
- AbstainQA, ACL 2024☆28Updated 11 months ago
- This repository contains data, code and models for contextual noncompliance.☆24Updated last year
- This the implementation of LeCo☆31Updated 8 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…☆121Updated last year
- ☆74Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- ☆15Updated last year
- A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.☆87Updated last year
- This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".☆30Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆64Updated 10 months ago
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)☆48Updated 8 months ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Updated last year
- ☆52Updated last year
- ACL24☆10Updated last year
- ☆41Updated last year
- Contrastive Chain-of-Thought Prompting☆68Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Benchmarking Benchmark Leakage in Large Language Models☆55Updated last year
- Resolving Knowledge Conflicts in Large Language Models, COLM 2024☆17Updated 3 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 4 months ago
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆26Updated last year
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆27Updated 7 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- ☆44Updated last year