declare-lab / trust-alignLinks
Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
☆68Updated 9 months ago
Alternatives and similar repositories for trust-align
Users that are interested in trust-align are comparing it to the libraries listed below
Sorting:
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆123Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆159Updated 3 weeks ago
- [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆74Updated 5 months ago
- Exploration of automated dataset selection approaches at large scales.☆50Updated 9 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆112Updated 4 months ago
- ☆37Updated 10 months ago
- ☆54Updated 3 weeks ago
- ☆104Updated last month
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆109Updated last year
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆142Updated last month
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆132Updated 10 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆150Updated 5 months ago
- [ACL 2025] Knowledge Unlearning for Large Language Models☆46Updated 2 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆65Updated 10 months ago
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆193Updated 9 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆83Updated 8 months ago
- ☆51Updated 9 months ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆209Updated 5 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆130Updated 4 months ago
- ☆105Updated last year
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆34Updated last year
- ☆134Updated 8 months ago
- ☆105Updated 7 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆118Updated 7 months ago
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆115Updated 5 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆179Updated 5 months ago
- SSRL: Self-Search Reinforcement Learning☆157Updated 3 months ago
- ☆158Updated last month
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆82Updated last month
- DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems☆59Updated last year