thu-coai / ComplexBench
Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)
☆72Updated last month
Alternatives and similar repositories for ComplexBench:
Users that are interested in ComplexBench are comparing it to the libraries listed below
- [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models☆98Updated 3 months ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆65Updated 3 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆77Updated 8 months ago
- ☆80Updated last year
- ☆52Updated 7 months ago
- ☆98Updated 5 months ago
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆48Updated 11 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆47Updated 9 months ago
- Towards Systematic Measurement for Long Text Quality☆33Updated 6 months ago
- Collection of papers for scalable automated alignment.☆86Updated 5 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆158Updated 9 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆147Updated 6 months ago
- SysBench: Can Large Language Models Follow System Messages?☆26Updated 6 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆73Updated 2 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆60Updated 4 months ago
- ☆49Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆130Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆107Updated 6 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆54Updated 11 months ago
- ☆15Updated last year
- ☆73Updated 10 months ago
- Fantastic Data Engineering for Large Language Models☆83Updated 2 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆121Updated 8 months ago
- A Bilingual Role Evaluation Benchmark for Large Language Models☆40Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆79Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆137Updated 9 months ago
- CFBench: A Comprehensive Constraints-Following Benchmark for LLMs☆30Updated 6 months ago
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆76Updated 4 months ago
- CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models☆40Updated last year