Reasoning

To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022 Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022 Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022 TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering EMNLP 2022 TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022 Two Compacted Models for Efficient Model-Based Diagnosis AAAI 2022 Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022 Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022 Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022 Understanding Enthymemes in Deductive Argumentation Using Semantic Distance Measures AAAI 2022 UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022 UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 2022 Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022 Visual Abductive Reasoning CVPR 2022 Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation EMNLP 2022 Weakly Supervised Formula Learner for Solving Mathematical Problems COLING 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022 What do Large Language Models Learn beyond Language? EMNLP 2022 What Do Navigation Agents Learn About Their Environment? CVPR 2022 What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022 When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks EMNLP 2022 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NeurIPS 2021 A Bottom-Up DAG Structure Extraction Model for Math Word Problems AAAI 2021 A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English EMNLP 2021