Alternatives and similar repositories for hallucination-mitigation

Users that are interested in hallucination-mitigation are comparing it to the libraries listed below

• allenai / noncompliance
  This repository contains data, code and models for contextual noncompliance.
  ☆24Updated last year
• OSU-NLP-Group / llm-planning-eval
  [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
  ☆54Updated last year
• GAIR-NLP / MetaCritique
  Evaluate the Quality of Critique
  ☆36Updated last year
• abhika-m / FAVA
  ☆74Updated last year
• GAIR-NLP / scaleeval
  Scalable Meta-Evaluation of LLMs as Evaluators
  ☆42Updated last year
• UKPLab / acl2025-diverse-cot
  Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"
  ☆31Updated 2 months ago
• epfl-dlab / llm-latent-language
  Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".
  ☆78Updated last year
• wwxu21 / CUT
  Source code of "Reasons to Reject? Aligning Language Models with Judgments"
  ☆58Updated last year
• cambridgeltl / PairS
  Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)
  ☆48Updated 7 months ago
• eth-lre / LLM_ICL
  ACL24
  ☆10Updated last year
• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆35Updated 11 months ago
• psunlpgroup / ReaLMistake
  This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".
  ☆30Updated last year
• neulab / data-agora
  [ACL 2025 Main] Official Repository for "Evaluating Language Models as Synthetic Data Generators"
  ☆38Updated 8 months ago
• BunsenFeng / AbstainQA
  AbstainQA, ACL 2024
  ☆28Updated 10 months ago
• googleinterns / localizing-paragraph-memorization
  ☆14Updated last year
• DAMO-NLP-SG / contrastive-cot
  Contrastive Chain-of-Thought Prompting
  ☆68Updated last year
• Re-Align / just-eval
  A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.
  ☆86Updated last year
• edenbiran / HoppingTooLate
  Exploring the Limitations of Large Language Models on Multi-Hop Queries
  ☆27Updated 5 months ago
• Zce1112zslx / IKE
  ☆41Updated last year
• abertsch72 / long-context-icl
  Data and code for the preprint "In-Context Learning with Long-Context Models: An In-Depth Exploration"
  ☆39Updated last year
• Zayne-sprague / MuSR
  ☆50Updated last year
• ScalerLab / JudgeBench
  ☆91Updated 9 months ago
• dmis-lab / CompAct
  [EMNLP 2024] CompAct: Compressing Retrieved Documents Actively for Question Answering
  ☆33Updated 11 months ago
• scandukuri / assistant-gate
  ☆29Updated last year
• chujiezheng / LLM-Extrapolation
  Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"
  ☆75Updated 3 months ago
• princeton-nlp / LLMBar
  [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following
  ☆129Updated last year
• hbin0701 / Self-Explore
  [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…
  ☆51Updated last year
• ernie-research / Tool-Augmented-Reward-Model
  [ICLR'24 spotlight] Tool-Augmented Reward Modeling
  ☆51Updated 2 months ago
• yuzhaouoe / pretraining-data-packing
  [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training
  ☆22Updated last year
• McGill-NLP / retriever-lm-reasoning
  Code for "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model", EMNLP Findings 20…
  ☆28Updated last year