icip-cas / awesome-auto-alignment
Collection of papers for scalable automated alignment.
☆89Updated 6 months ago
Alternatives and similar repositories for awesome-auto-alignment
Users that are interested in awesome-auto-alignment are comparing it to the libraries listed below
Sorting:
- [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models☆98Updated 3 weeks ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆77Updated 4 months ago
- ☆151Updated 4 months ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆82Updated 2 months ago
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆48Updated last year
- ☆49Updated last year
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆48Updated 10 months ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆66Updated this week
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆151Updated 8 months ago
- CFBench: A Comprehensive Constraints-Following Benchmark for LLMs☆32Updated 8 months ago
- ☆46Updated 2 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆74Updated 11 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆80Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆125Updated 10 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆86Updated 9 months ago
- ☆53Updated 8 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆171Updated 10 months ago
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆35Updated last year
- The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Fee…☆39Updated 9 months ago
- ☆67Updated last year
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 5 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆130Updated last year
- Fantastic Data Engineering for Large Language Models☆87Updated 4 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆116Updated 7 months ago
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆23Updated 3 weeks ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated last week
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆44Updated last year
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆24Updated last year
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆52Updated 5 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆123Updated 11 months ago