Reasoning

Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023 Behavioral Analysis of Vision-and-Language Navigation Agents CVPR 2023 Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023 Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023 Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? EMNLP 2023 BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NeurIPS 2023 Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023 Bridging Argument Quality and Deliberative Quality Annotations with Adapters EACL 2023 BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering ACL 2023 Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate EMNLP 2023 Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023 Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023 CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning ACL 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NeurIPS 2023 ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023 CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023 ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL 2023 CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence NeurIPS 2023 C-NTPP: Learning Cluster-Aware Neural Temporal Point Process AAAI 2023 COGEN: Abductive Commonsense Language Generation ACL 2023 Collaborative Static and Dynamic Vision-Language Streams for Spatio-Temporal Video Grounding CVPR 2023 COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023 Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023