Junjie-Ye / RoTBenchLinks
[EMNLP 2024] RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
☆14Updated 7 months ago
Alternatives and similar repositories for RoTBench
Users that are interested in RoTBench are comparing it to the libraries listed below
Sorting:
- Evaluate the Quality of Critique☆36Updated last year
- Companion code to https://arxiv.org/abs/2402.15491☆21Updated 3 months ago
- This is the repository for paper "CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models"☆29Updated 2 years ago
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆101Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆64Updated last year
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆73Updated 7 months ago
- ☆22Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆28Updated 2 years ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆134Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆29Updated last year
- [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
- ☆102Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Updated 2 years ago
- ☆58Updated last year
- This the implementation of LeCo☆31Updated 11 months ago
- ☆17Updated 10 months ago
- Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"☆33Updated 6 months ago
- ☆14Updated last year
- Do Large Language Models Know What They Don’t Know?☆102Updated last year
- Contrastive Chain-of-Thought Prompting☆68Updated 2 years ago
- Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding☆28Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆52Updated 7 months ago
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆115Updated 7 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆49Updated 2 years ago
- DataSciBench: An LLM Agent Benchmark for Data Science☆48Updated 4 months ago
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆29Updated last year
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆159Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆83Updated 11 months ago