Reasoning

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020 Bean Machine: A Declarative Probabilistic Programming Language For Efficient Programmable Inference PGM 2020 Beliefs We Can Believe in: Replacing Assumptions with Data in Real-Time Search AAAI 2020 Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020 Causal Discovery in Physical Systems from Videos NeurIPS 2020 Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning ICML 2020 CogLTX: Applying BERT to Long Texts NeurIPS 2020 Commonsense Reasoning for Natural Language Processing ACL 2020 ConjNLI: Natural Language Inference Over Conjunctive Sentences EMNLP 2020 Constrained Fact Verification for FEVER EMNLP 2020 Context-Aware Word Segmentation for Chinese Real-World Discourse AACL 2020 Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020 Controllability of Control Argumentation Frameworks IJCAI 2020 Corpus Wide Argument Mining—A Working Solution AAAI 2020 Counterfactual Vision and Language Learning CVPR 2020 Deciding Acceptance in Incomplete Argumentation Frameworks AAAI 2020 Deductive Module Extraction for Expressive Description Logics IJCAI 2020 Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner’s Perspective EMNLP 2020 Differentiable Adaptive Computation Time for Visual Reasoning CVPR 2020 Differentiable learning of numerical rules in knowledge graphs ICLR 2020 Differentiable Reasoning over a Virtual Knowledge Base ICLR 2020 Differentiable Scene Graphs WACV 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020 Do Language Embeddings capture Scales? EMNLP 2020 Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020