Code of EMNLP 2025 paper 'UltraIF: Advancing Instruction Following from the Wild'.
☆21Apr 3, 2025Updated last year
Alternatives and similar repositories for UltraIF
Users that are interested in UltraIF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 10 months ago
- Official implementation of the paper "Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following"☆40Jan 11, 2026Updated 7 months ago
- Post-Trained MoE Can Skip Half Experts via Self-Distillation☆40May 19, 2026Updated 3 months ago
- This repo explores how AMR to address tasks difficult for LLMs☆12Jan 15, 2024Updated 2 years ago
- [CIKM 2025] Constraint Back-translation Improves Complex Instruction Following of Large Language Models☆18May 23, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆104Feb 20, 2025Updated last year
- The evaluation code for MultiIF multi-turn and multi-lingual instruction following☆63Oct 29, 2024Updated last year
- [EMNLP 2025] Verification Engineering for RL in Instruction Following☆60Mar 30, 2026Updated 5 months ago
- Source code of our paper "Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation" @ ACL 2022☆13Apr 13, 2022Updated 4 years ago
- Vision Large Language Models trained on M3IT instruction tuning dataset☆17Aug 16, 2023Updated 3 years ago
- The official repo for "CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models"☆35Mar 26, 2026Updated 5 months ago
- Official implementation for "K-Forcing: Joint Next-K-Token Decoding via Push-Forward Language Modeling"☆18Aug 16, 2026Updated 2 weeks ago
- Source code for paper "On the Pareto Front of Multilingual Neural Machine Translation" @ NeurIPS 2023☆17Sep 27, 2023Updated 2 years ago
- ☆14Nov 14, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆55Jun 24, 2024Updated 2 years ago
- [ACL 2026] A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models☆23Jul 10, 2026Updated last month
- Source code for paper "ATP: AMRize Than Parse! Enhancing AMR Parsing with PseudoAMRs" @NAACL-2022☆15Mar 31, 2023Updated 3 years ago
- The official repository of the Omni-MATH benchmark.☆92Dec 22, 2024Updated last year
- ☆18Aug 4, 2025Updated last year
- The official implemention of "Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration" (ICML 2026)☆24Feb 4, 2026Updated 6 months ago
- LIFEBENCH: Evaluating Length Instruction Following in Large Language Models☆18Apr 23, 2026Updated 4 months ago
- [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models☆120Jun 12, 2025Updated last year
- ☆17Jun 25, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML'26] Official implementation of paper "Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models"☆81Jul 17, 2026Updated last month
- CFBench: A Comprehensive Constraints-Following Benchmark for LLMs☆57Aug 26, 2024Updated 2 years ago
- [ICLR 2026] PSFT is a trust-region–inspired fine-tuning objective that views SFT as a policy gradient method with constant advantages, co…☆39Sep 9, 2025Updated 11 months ago
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆21Oct 8, 2023Updated 2 years ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆29Dec 23, 2024Updated last year
- [ACL'26] Official Repository for for paper "Data-Efficient RLVR via Off-Policy Influence Guidance"☆25Jul 26, 2026Updated last month
- ☆168Updated this week
- (Unofficial) Implementation of ICLR 2021 paper "Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multil…☆14Sep 14, 2022Updated 3 years ago
- Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation☆19Mar 23, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆27Jun 2, 2026Updated 3 months ago
- The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism☆31Jul 17, 2024Updated 2 years ago
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆66Dec 26, 2024Updated last year
- ☆25Dec 13, 2024Updated last year
- Released code for「Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction」in EMNLP2023.☆14Mar 28, 2024Updated 2 years ago
- ☆34Jan 26, 2026Updated 7 months ago
- [NeurIPS'25] The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Tok…☆96Apr 7, 2026Updated 4 months ago