tianyang-x / SaySelf
Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"
☆93Updated last month
Related projects ⓘ
Alternatives and complementary repositories for SaySelf
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆143Updated 3 weeks ago
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆109Updated 2 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…☆83Updated 4 months ago
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; arXiv preprint arXiv:2403.…☆36Updated 4 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆68Updated 3 weeks ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆67Updated 5 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆61Updated 3 weeks ago
- official repo for the paper "Learning From Mistakes Makes LLM Better Reasoner"☆53Updated 10 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆48Updated 8 months ago
- Scalable Meta-Evaluation of LLMs as Evaluators☆41Updated 8 months ago
- ☆111Updated last month
- Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction A…☆39Updated 9 months ago
- ☆53Updated 2 months ago
- Repository for paper Tools Are Instrumental for Language Agents in Complex Environments☆32Updated last month
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆92Updated 9 months ago
- InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆51Updated 3 weeks ago
- PASTA: Post-hoc Attention Steering for LLMs☆107Updated 2 months ago
- A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.☆75Updated 9 months ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆140Updated last year
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆75Updated 3 weeks ago
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆102Updated 6 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆96Updated 7 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆59Updated 7 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆73Updated this week
- Codebase accompanying the Summary of a Haystack paper.☆71Updated last month
- ☆124Updated 6 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆45Updated 7 months ago
- ☆149Updated 9 months ago
- augmented LLM with self reflection☆100Updated 11 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆194Updated last week