Reasoning

Logical Fallacy Detection EMNLP 2022 Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022 Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022 LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022 LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022 Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022 Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022 Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022 Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022 Massive-scale Decoding for Text Generation using Lattices NAACL 2022 Measuring CLEVRness: Black-box Testing of Visual Reasoning Models ICLR 2022 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 Meta-Learning Dynamics Forecasting Using Task Inference NeurIPS 2022 MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022 MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022 Minimizing Control for Credit Assignment with Strong Feedback ICML 2022 MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022 Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic AAAI 2022 Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022 Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022 Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022 MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022 Narrative Why-Question Answering: A Review of Challenges and Datasets EMNLP 2022 Natural Language Deduction through Search over Statement Compositions EMNLP 2022