[COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
☆74May 13, 2025Updated last year
Alternatives and similar repositories for ToolEyes
Users that are interested in ToolEyes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP 2024] RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning☆15May 13, 2025Updated last year
- [EMNLP 2023] RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification☆10May 16, 2024Updated 2 years ago
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆71Aug 5, 2025Updated last year
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆243Apr 15, 2025Updated last year
- This is the repository for paper "CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models"☆31Oct 8, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding☆31Jan 28, 2024Updated 2 years ago
- [ICLR'24] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆121Mar 21, 2024Updated 2 years ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆272Apr 18, 2024Updated 2 years ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆183Jul 27, 2026Updated 3 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆145Jun 4, 2024Updated 2 years ago
- Companion code to https://arxiv.org/abs/2402.15491☆22Sep 18, 2025Updated last year
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆62Jun 3, 2024Updated 2 years ago
- ☆924Jul 24, 2024Updated 2 years ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆287Aug 19, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository of paper "Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis" (ACL 2025 Main)☆20Jul 19, 2025Updated last year
- end-to-end dialog system dataset☆13Sep 15, 2019Updated 7 years ago
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 5 years ago
- [ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models☆363Mar 22, 2024Updated 2 years ago
- A simple, modular, non-brittle framework for implementing text-based Reflexion agents.☆10Sep 1, 2023Updated 3 years ago
- [ACL 2026] A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models☆23Jul 10, 2026Updated 3 months ago
- [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.☆5,760May 21, 2025Updated last year
- This repository contains data and code used for On the Risk of Misinformation Pollution with Large Language Models (EMNLP 2023 Findings).☆17Dec 14, 2023Updated 2 years ago
- RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge☆13Oct 20, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ACL 2026] Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments☆55Jul 10, 2026Updated 3 months ago
- NexusRaven-13B, a new SOTA Open-Source LLM for function calling. This repo contains everything for reproducing our evaluation on NexusRav…☆325Sep 29, 2023Updated 3 years ago
- ☆23Aug 7, 2023Updated 3 years ago
- Code for paper 'Are We Falling in a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse'☆14Aug 2, 2024Updated 2 years ago
- AgentTuning: Enabling Generalized Agent Abilities for LLMs☆1,509Oct 31, 2023Updated 2 years ago
- Continual Memorization of Factoids in Large Language Models☆12Nov 20, 2024Updated last year
- A toolkit for normalizing tool-use datasets and preparing, annotating, training, and evaluating tool-using language models☆22Jul 23, 2025Updated last year
- the official code for "ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases"☆881Oct 26, 2024Updated 2 years ago
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆241Jan 13, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆40May 2, 2024Updated 2 years ago
- Data and Code for EMNLP 2022 paper "ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples"☆15Jun 4, 2023Updated 3 years ago
- Xlore2.0 Code[BaiduExtractor, HudongExtractor, WikiExtractor, XloreData, XloreWeb]☆12Apr 5, 2017Updated 9 years ago
- Source Code for "Teaching Machine Comprehension with Compositional Explanations" (Findings of EMNLP 2020)☆10Dec 12, 2020Updated 5 years ago
- GPT4Tools is an intelligent system that can automatically decide, control, and utilize different visual foundation models, allowing the u…☆773Dec 19, 2023Updated 2 years ago
- Code for IJCAI 2018 paper "Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation"☆12Jun 18, 2018Updated 8 years ago
- This repository contains the ToolSelect dataset which was used to fine-tune Llama-2 70B for tool selection.☆23Mar 11, 2024Updated 2 years ago