tianyang-x / SaySelfLinks
Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"
☆110Updated 10 months ago
Alternatives and similar repositories for SaySelf
Users that are interested in SaySelf are comparing it to the libraries listed below
Sorting:
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆131Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆153Updated 6 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆122Updated 9 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆118Updated last year
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆63Updated 5 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`.☆153Updated last year
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆37Updated 7 months ago
- Code for EMNLP 2024 paper "Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning"☆55Updated 10 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆104Updated last month
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆181Updated 6 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated last year
- ☆48Updated 3 months ago
- ☆132Updated 5 months ago
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- augmented LLM with self reflection☆129Updated last year
- ☆126Updated 10 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆237Updated 9 months ago
- ☆135Updated 9 months ago
- Codebase accompanying the Summary of a Haystack paper.☆79Updated 11 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆77Updated 5 months ago
- Verifiers for LLM Reinforcement Learning☆70Updated 4 months ago
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆24Updated last year
- Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory☆72Updated 3 months ago
- Functional Benchmarks and the Reasoning Gap☆88Updated 10 months ago
- ☆100Updated last year
- Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]☆48Updated 7 months ago
- ☆91Updated 9 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆124Updated 2 months ago
- Scripts for generating synthetic finetuning data for reducing sycophancy.☆114Updated 2 years ago