intuit-ai-research / DCR-consistencyLinks
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models
☆25Updated last year
Alternatives and similar repositories for DCR-consistency
Users that are interested in DCR-consistency are comparing it to the libraries listed below
Sorting:
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering☆114Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆121Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆124Updated 8 months ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆140Updated 5 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆108Updated 11 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆203Updated 10 months ago
- ☆37Updated 8 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆58Updated last year
- Official codebase for permutation self-consistency.☆18Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆82Updated last year
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆196Updated last year
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆96Updated last year
- The official repo for "TheoremQA: A Theorem-driven Question Answering dataset" (EMNLP 2023)☆34Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆68Updated 7 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆135Updated last year
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆33Updated last year
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆109Updated 2 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆73Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆29Updated last year
- Code/data for MARG (multi-agent review generation)☆53Updated last week
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆89Updated last year
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆138Updated 11 months ago
- Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"☆33Updated 3 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆131Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆190Updated 8 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 8 months ago
- R-Judge: Benchmarking Safety Risk Awareness for LLM Agents (EMNLP Findings 2024)☆89Updated 4 months ago
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆245Updated last year