[ACL 2026] A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
☆23Jul 10, 2026Updated 2 months ago
Alternatives and similar repositories for MulDimIF
Users that are interested in MulDimIF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of the paper "Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following"☆40Jan 11, 2026Updated 8 months ago
- [EMNLP 2024] RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning☆15May 13, 2025Updated last year
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 11 months ago
- [ACL 2024] ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages☆15Sep 12, 2024Updated 2 years ago
- [EMNLP 2025] Verification Engineering for RL in Instruction Following☆61Mar 30, 2026Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A iterative feedback driven benchmark on LLM's instruction following ability☆58May 25, 2026Updated 3 months ago
- CFBench: A Comprehensive Constraints-Following Benchmark for LLMs☆57Aug 26, 2024Updated 2 years ago
- ☆18Feb 29, 2024Updated 2 years ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆103Feb 20, 2025Updated last year
- 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] Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments☆52Jul 10, 2026Updated 2 months ago
- [ACL 2025 Main] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆42Dec 13, 2024Updated last year
- ☆10Mar 13, 2023Updated 3 years ago
- All the baselines and experiments settings on the SpartQA☆12Apr 26, 2023Updated 3 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.
- ☆173Sep 9, 2026Updated 2 weeks ago
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated 2 years ago
- ☆17Jun 25, 2025Updated last year
- Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF☆25Oct 8, 2024Updated last year
- [AAAI 2025] Augmenting Math Word Problems via Iterative Question Composing (https://arxiv.org/abs/2401.09003)☆23Oct 2, 2025Updated 11 months ago
- ☆12Jun 12, 2024Updated 2 years ago
- [ACL 2026 Main] Official Repo for Paper "Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Ali…☆16Jul 1, 2026Updated 2 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Jul 19, 2024Updated 2 years ago
- ☆16Dec 17, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ Arxiv 2023 ] This repository contains the code for "MUPPET: Multi-Modal Few-Shot Temporal Action Detection"☆16Aug 30, 2023Updated 3 years ago
- Neuro-Symbolic Hierarchical Rule Induction☆15Dec 31, 2022Updated 3 years ago
- Survey on Robust Weakly Supervised Learning☆13Dec 23, 2021Updated 4 years ago
- Code for HypMix EMNLP 2021 (main)☆23Oct 4, 2021Updated 4 years ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆74May 13, 2025Updated last year
- ☆16Jul 23, 2024Updated 2 years ago
- Generating SpartQA dataset☆16May 3, 2023Updated 3 years ago
- [ICLR 2026] Rectifying LLM Thought From Lens of Optimization☆14Dec 5, 2025Updated 9 months ago
- Code of paper: Probing the Difficulty Perception Mechanism of Large Language Models☆19Mar 17, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆13Oct 29, 2021Updated 4 years ago
- 《Python编程 从入门到实践》原书配套源代码☆21Oct 18, 2021Updated 4 years ago
- [NeurIPS 2023] Large Language Models Are Semi-Parametric Reinforcement Learning Agents☆40May 2, 2024Updated 2 years ago
- The evaluation code for MultiIF multi-turn and multi-lingual instruction following☆63Oct 29, 2024Updated last year
- [ICLR 2024] COLLIE: Systematic Construction of Constrained Text Generation Tasks☆64Aug 2, 2023Updated 3 years ago
- Github repository for CLAPACK (fork of CLAPACK 3.2.1 patched for our needs)☆10Aug 15, 2018Updated 8 years ago
- OpenART is an open-source framework designed to evaluate the safety and robustness of autonomous AI agents in dynamic, long-horizon, and …☆205Updated this week