Reasoning

Time Matters: An End-to-End Solution for Temporal Claim Verification EMNLP 2024 TMAK-Plus at SIGHAN-2024 dimABSA Task: Multi-Agent Collaboration for Transparent and Rational Sentiment Analysis ACL 2024 Tokenize the World into Object-level Knowledge to Address Long-tail Events in Autonomous Driving CoRL 2024 ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024 Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024 Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024 TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes NeurIPS 2024 TopViewRS: Vision-Language Models as Top-View Spatial Reasoners 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 an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model ICML 2024 Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics NeurIPS 2024 Towards a theory of how the structure of language is acquired by deep neural networks NeurIPS 2024 Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024 Towards Automatic Composition of ASP Programs from Natural Language Specifications IJCAI 2024 Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NeurIPS 2024 Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 2024 Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering EMNLP 2024 Towards Open-World Grasping with Large Vision-Language Models CoRL 2024 Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024 Towards Robust Visual Understanding: from Recognition to Reasoning AAAI 2024 Towards Uncertainty-Aware Language Agent ACL 2024 Towards Understanding Future: Consistency Guided Probabilistic Modeling for Action Anticipation AAAI 2024 Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning ICML 2024 TRAM: Benchmarking Temporal Reasoning for Large Language Models ACL 2024