THU-KEG / VerIFLinks
[EMNLP 2025] Verification Engineering for RL in Instruction Following
☆31Updated last week
Alternatives and similar repositories for VerIF
Users that are interested in VerIF are comparing it to the libraries listed below
Sorting:
- ☆104Updated last month
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆55Updated 2 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 2 months ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆91Updated 6 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆61Updated 10 months ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 8 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆64Updated 10 months ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆69Updated 3 months ago
- Towards Systematic Measurement for Long Text Quality☆37Updated 11 months ago
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆27Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO☆52Updated 4 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆127Updated 2 months ago
- ☆97Updated 3 months ago
- ☆95Updated last week
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆98Updated 2 months ago
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆25Updated 9 months ago
- ☆36Updated last month
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Updated 10 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆166Updated 6 months ago
- ☆13Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆81Updated 7 months ago
- ☆83Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆185Updated last year
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆64Updated 3 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆29Updated 3 months ago
- ☆57Updated 10 months ago
- Source code of paper: Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning☆33Updated 2 months ago
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆64Updated 3 months ago