Reasoning

VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection SemEval 2024 Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution EMNLP 2024 Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 Verified Code Transpilation with LLMs NeurIPS 2024 VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024 ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models ACL 2024 VideoAgent: Long-form Video Understanding with Large Language Model as Agent ECCV 2024 VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs EMNLP 2024 Vision-and-Language Navigation via Causal Learning CVPR 2024 Visual Abstract Reasoning in Computational Imagery AAAI 2024 Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning AAAI 2024 VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model ICML 2024 VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024 Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NeurIPS 2024 Weak-to-Strong Reasoning EMNLP 2024 What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024 What Are the Rules? Discovering Constraints from Data AAAI 2024 What Do Language Models Learn in Context? The Structured Task Hypothesis. ACL 2024 What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models CVPR 2024 What Makes Models Compositional? A Theoretical View IJCAI 2024 What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024 When can transformers reason with abstract symbols? ICLR 2024 When Is Inductive Inference Possible? NeurIPS 2024 When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL 2024 When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024