HKUST-KnowComp / Knowledge-Constrained-Decoding
Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"
☆30Updated last year
Alternatives and similar repositories for Knowledge-Constrained-Decoding:
Users that are interested in Knowledge-Constrained-Decoding are comparing it to the libraries listed below
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆58Updated last year
- Unofficial re-implementation of "Trusting Your Evidence: Hallucinate Less with Context-aware Decoding"☆28Updated 3 months ago
- ☆16Updated last year
- ☆85Updated 2 years ago
- ☆72Updated 9 months ago
- ☆17Updated last year
- This code accompanies the paper DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.☆17Updated last year
- ☆67Updated 2 months ago
- Official Implementation of "Probing Language Models for Pre-training Data Detection"☆17Updated 3 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆105Updated 6 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆54Updated 8 months ago
- First explanation metric (diagnostic report) for text generation evaluation☆62Updated last week
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆54Updated 10 months ago
- ☆33Updated 2 years ago
- ☆36Updated 3 months ago
- The code implementation of the EMNLP2022 paper: DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Gene…☆25Updated last year
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆36Updated 4 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated 11 months ago
- Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge☆13Updated last year
- ☆41Updated last year
- Source code for Truth-Aware Context Selection: Mitigating the Hallucinations of Large Language Models Being Misled by Untruthful Contexts☆17Updated 6 months ago
- Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation (EMNLP 2023)☆30Updated 10 months ago
- BeHonest: Benchmarking Honesty in Large Language Models☆31Updated 6 months ago
- ☆47Updated 11 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆97Updated last year
- Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation☆16Updated last year
- ☆52Updated 6 months ago
- Code and data for the FACTOR paper☆44Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago