Alternatives and similar repositories for hallucination-mitigation

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

• limenlp / safer-instruct
  This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"
  ☆17Updated last year
• BunsenFeng / AbstainQA
  AbstainQA, ACL 2024
  ☆26Updated 8 months ago
• neulab / data-agora
  [arXiv preprint] Official Repository for "Evaluating Language Models as Synthetic Data Generators"
  ☆33Updated 6 months ago
• ChengpengLi1003 / DotaMath
  ☆30Updated 5 months ago
• GAIR-NLP / scaleeval
  Scalable Meta-Evaluation of LLMs as Evaluators
  ☆42Updated last year
• googleinterns / localizing-paragraph-memorization
  ☆14Updated last year
• abhika-m / FAVA
  ☆71Updated last year
• GAIR-NLP / MetaCritique
  Evaluate the Quality of Critique
  ☆35Updated last year
• qtli / GSM-Plus
  GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.
  ☆62Updated 11 months ago
• PrasannS / rlhf-length-biases
  ☆28Updated last year
• allenai / noncompliance
  This repository contains data, code and models for contextual noncompliance.
  ☆23Updated 11 months ago
• Nanami18 / Snowballed_Hallucination
  ☆44Updated 9 months ago
• Zce1112zslx / IKE
  ☆41Updated 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
• wzhouad / context-faithful-llm
  Code and data for paper "Context-faithful Prompting for Large Language Models".
  ☆40Updated 2 years ago
• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆34Updated 9 months ago
• r-three / RAD
  Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
  ☆43Updated last year
• Reason-Wang / NAT
  [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…
  ☆26Updated last year
• allenai / super-benchmark
  ☆43Updated 2 months ago
• UKPLab / acl2025-diverse-cot
  Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"
  ☆27Updated 3 weeks ago
• liyucheng09 / Contamination_Detector
  Lightweight tool to identify Data Contamination in LLMs evaluation
  ☆51Updated last year
• INK-USC / FiD-ICL
  "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)
  ☆14Updated last year
• yuzhaouoe / pretraining-data-packing
  [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training
  ☆22Updated 10 months ago
• maszhongming / ParaKnowTransfer
  Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"
  ☆32Updated last year
• ernie-research / Tool-Augmented-Reward-Model
  [ICLR'24 spotlight] Tool-Augmented Reward Modeling
  ☆50Updated 2 weeks ago
• csitfun / LogiCoT
  the instructions and demonstrations for building a formal logical reasoning capable GLM
  ☆53Updated 9 months ago
• scandukuri / assistant-gate
  ☆25Updated last year
• yinzhangyue / EoT
  Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication
  ☆20Updated last year
• Zhiyuan-Zeng / EvalTree
  [arXiv] EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees
  ☆21Updated 3 months ago
• tml-epfl / icl-alignment
  Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]
  ☆30Updated 5 months ago