amazon-science / ContextualUnderstanding-ContrastiveDecoding
Enhancing contextual understanding in large language models through contrastive decoding
☆15Updated 8 months ago
Alternatives and similar repositories for ContextualUnderstanding-ContrastiveDecoding:
Users that are interested in ContextualUnderstanding-ContrastiveDecoding are comparing it to the libraries listed below
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆13Updated last month
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆49Updated 3 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆60Updated last year
- ☆38Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆65Updated 5 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆64Updated 9 months ago
- A framework for editing the CoTs for better factuality☆48Updated last year
- ☆29Updated last year
- ☆34Updated 2 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Updated last year
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆22Updated last year
- [ACL 2024] Making Long-Context Language Models Better Multi-Hop Reasoners☆16Updated 8 months ago
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆20Updated 4 months ago
- This is the code repo for our paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards".☆21Updated last month
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆25Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆58Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆100Updated 4 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…☆106Updated 6 months ago
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated 9 months ago
- ☆20Updated last year
- This the implementation of LeCo☆30Updated last week
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆77Updated 11 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆66Updated 2 weeks ago
- ☆52Updated 5 months ago
- Code for COLING 2022 long paper: Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-…☆21Updated 2 years ago
- ☆62Updated last year
- Code for paper "AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge"☆12Updated 3 months ago
- The code and data of DPA-RAG☆55Updated last week