Large Language Models

Tools Fail: Detecting Silent Errors in Faulty Tools EMNLP 2024 ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL 2024 Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024 TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024 To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024 Toward Adaptive Reasoning in Large Language Models with Thought Rollback ICML 2024 Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024 Towards a Resilient Intelligent Automation System IJCAI 2024 Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics NeurIPS 2024 Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024 Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components ICML 2024 Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis EMNLP 2024 Towards Better Vision-Inspired Vision-Language Models CVPR 2024 Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation IJCAI 2024 Towards Efficient Exact Optimization of Language Model Alignment ICML 2024 Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NeurIPS 2024 Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024 Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering ACL 2024 Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters EMNLP 2024 Towards Healthy AI: Large Language Models Need Therapists Too NAACL 2024 Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024 Towards Learning a Generalist Model for Embodied Navigation CVPR 2024 Towards Modular LLMs by Building and Reusing a Library of LoRAs ICML 2024 Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ACL 2024 Towards Open-World Grasping with Large Vision-Language Models CoRL 2024