RenzeLou / Muffin
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
☆12Updated 6 months ago
Related projects: ⓘ
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆34Updated 2 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆54Updated 6 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆51Updated 5 months ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆37Updated last year
- [COLM'24] "How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?"☆18Updated last week
- [ICML'24] TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks☆20Updated 7 months ago
- Code for Suri: Multi-constraint instruction following for long-form text generation☆15Updated last week
- Web-grounded natural language instructions☆11Updated 3 weeks ago
- Implementations of online merging optimizers proposed by Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment☆60Updated 3 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆62Updated 3 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆33Updated 6 months ago
- ☆23Updated 2 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement☆21Updated last month
- This the implementation of LeCo☆16Updated 2 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆45Updated 6 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆38Updated 2 months ago
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆21Updated 2 months ago
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆38Updated 2 months ago
- Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding☆28Updated 7 months ago
- Lightweight tool to identify Data Contamination in LLMs evaluation☆39Updated 6 months ago
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆35Updated last year
- ☆46Updated 2 weeks ago
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆23Updated 3 weeks ago
- Towards Systematic Measurement for Long Text Quality☆27Updated 2 weeks ago
- Repository for paper Tools Are Instrumental for Language Agents in Complex Environments☆32Updated 8 months ago
- This is the official repository of the paper "OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI"☆79Updated last month
- [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback☆35Updated 6 months ago
- Code and data for "Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation" (EMNLP 2023)☆62Updated 9 months ago
- The official repository for the paper "From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning".☆61Updated last year
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆42Updated 3 months ago