Alternatives and similar repositories for ContextualUnderstanding-ContrastiveDecoding

Users that are interested in ContextualUnderstanding-ContrastiveDecoding are comparing it to the libraries listed below

• OSU-NLP-Group / LLM-Knowledge-Conflict
  [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"
  ☆81Updated last year
• THUNLP-MT / SKR
  Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)
  ☆28Updated 2 years ago
• zhaochen0110 / conflictbank
  Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…
  ☆64Updated 8 months ago
• shizhediao / R-Tuning
  [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…
  ☆129Updated last year
• GAIR-NLP / alignment-for-honesty
  ☆78Updated last year
• xhan77 / context-aware-decoding
  ☆57Updated last year
• princeton-nlp / MQuAKE
  [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
  ☆118Updated last year
• yinzhangyue / SelfAware
  Do Large Language Models Know What They Don’t Know?
  ☆102Updated last year
• luka-group / FaviComp
  [EMNLP 2025 Findings] Familiarity-aware Evidence Compression for Retrieval Augmented Generation
  ☆14Updated 5 months ago
• HillZhang1999 / ICD
  Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"
  ☆69Updated last year
• gankim / tree-of-clarifications
  🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…
  ☆54Updated 2 years ago
• zthang / Focus
  ☆22Updated 2 years ago
• RUCAIBox / HaluEval-2.0
  ☆48Updated 2 years ago
• florin-git / The-Power-of-Noise
  Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"
  ☆69Updated 7 months ago
• pillowsofwind / Knowledge-Conflicts-Survey
  [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
  ☆151Updated last year
• ictnlp / TACS
  Source code for Truth-Aware Context Selection: Mitigating the Hallucinations of Large Language Models Being Misled by Untruthful Contexts
  ☆17Updated last year
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆83Updated last year
• hongbinye / Cognitive-Mirage-Hallucinations-in-LLMs
  Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"
  ☆47Updated 2 years ago
• DAMO-NLP-SG / TempReason
  ☆32Updated 2 years ago
• ZeroYuHuang / Transformer-Patcher
  ☆33Updated 2 years ago
• yunx-z / COMBO
  Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)
  ☆22Updated 2 years ago
• HanNight / AdaCAD
  Code for NAACL 2025 paper "AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge"
  ☆16Updated last year
• qinyiwei / InfoBench
  ☆58Updated last year
• Alsace08 / SumCoT
  [ACL 2023] Code and Data Repo for Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"
  ☆53Updated 2 years ago
• xiami2019 / UAR
  [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation
  ☆23Updated last year
• oriyor / ret-robust
  Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"
  ☆75Updated last year
• c-box / KnowledgeLifecycle
  Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"
  ☆59Updated 2 years ago
• weizhepei / InstructRAG
  [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
  ☆135Updated last year
• Leolty / tablellm
  ☆27Updated 2 years ago
• hkust-nlp / felm
  Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)
  ☆63Updated 2 years ago