Reasoning

Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning NeurIPS 2021 Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation AAAI 2021 Improving Dialogue State Tracking by Joint Slot Modeling EMNLP 2021 Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations EMNLP 2021 Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021 Improving Query Graph Generation for Complex Question Answering over Knowledge Base EMNLP 2021 Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021 Incorporating Circumstances into Narrative Event Prediction EMNLP 2021 Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks EMNLP 2021 Inferring Time-delayed Causal Relations in POMDPs from the Principle of Independence of Cause and Mechanism IJCAI 2021 Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021 IsarStep: a Benchmark for High-level Mathematical Reasoning ICLR 2021 Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021 Learning Branching Heuristics for Propositional Model Counting AAAI 2021 Learning by Fixing: Solving Math Word Problems with Weak Supervision AAAI 2021 Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning AAAI 2021 Learning Goals From Failure CVPR 2021 Learning Implicitly with Noisy Data in Linear Arithmetic IJCAI 2021 Learning Mathematical Properties of Integers EMNLP 2021 Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues ICLR 2021 Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision AAAI 2021 Learning to Synthesize Programs as Interpretable and Generalizable Policies NeurIPS 2021 Learning Triadic Belief Dynamics in Nonverbal Communication From Videos CVPR 2021 Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning NeurIPS 2021 Lifted reasoning meets weighted model integration UAI 2021