TIGER-AI-Lab / LongICLBenchLinks
Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]
☆110Updated 10 months ago
Alternatives and similar repositories for LongICLBench
Users that are interested in LongICLBench are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆134Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 7 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆78Updated last year
- Benchmarking LLMs with Challenging Tasks from Real Users☆246Updated last year
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆149Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆243Updated 3 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆147Updated last year
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆145Updated last year
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆198Updated last month
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆226Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆181Updated 7 months ago
- [ACL 2025 Findings] Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts (As Huggingface Daily Papers: …☆90Updated last month
- The HELMET Benchmark☆197Updated last month
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆120Updated 8 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆168Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated 3 months ago
- Self-Alignment with Principle-Following Reward Models☆169Updated 3 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…☆126Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆127Updated last year
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆78Updated last year
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆114Updated 2 months ago
- The code for the paper: "Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models"☆55Updated 2 months ago
- ☆58Updated last year
- ☆202Updated 8 months ago
- ☆108Updated last year
- ☆79Updated 10 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆54Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆83Updated 11 months ago