Reasoning

Case-based reasoning for better generalization in textual reinforcement learning ICLR 2022 CausalQA: A Benchmark for Causal Question Answering COLING 2022 Chain of Thought Imitation with Procedure Cloning NeurIPS 2022 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NeurIPS 2022 CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking NAACL 2022 CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022 Classical Sequence Match Is a Competitive Few-Shot One-Class Learner COLING 2022 CLEVRER-Humans: Describing Physical and Causal Events the Human Way NeurIPS 2022 Coalescing Global and Local Information for Procedural Text Understanding COLING 2022 Combining Argumentation Structure and Language Model for Generating Natural Argumentative Dialogue AACL 2022 ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022 COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities COLING 2022 ComPhy: Compositional Physical Reasoning of Objects and Events from Videos ICLR 2022 Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022 Constants of motion network NeurIPS 2022 ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP 2022 CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022 Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation CVPR 2022 Co-VQA : Answering by Interactive Sub Question Sequence ACL 2022 CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ACL 2022 CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering EMNLP 2022 CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022 DANLI: Deliberative Agent for Following Natural Language Instructions EMNLP 2022