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Reasoning

2595 directly classified papers

Papers per year

Papers

Causal Discovery in Physical Systems from Videos NIPS 2020
Learning Invariants through Soft Unification NIPS 2020
Hierarchical Poset Decoding for Compositional Generalization in Language NIPS 2020
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NIPS 2020
Methods for Numeracy-Preserving Word Embeddings EMNLP 2020
Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020
Machine Reasoning: Technology, Dilemma and Future EMNLP 2020
Multi-Fact Correction in Abstractive Text Summarization EMNLP 2020
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP 2020
LGPSolver - Solving Logic Grid Puzzles Automatically EMNLP 2020
ConjNLI: Natural Language Inference Over Conjunctive Sentences EMNLP 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification EMNLP 2020
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020
Modeling Preconditions in Text with a Crowd-sourced Dataset EMNLP 2020
Multi-hop Question Generation with Graph Convolutional Network EMNLP 2020
Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020
Do Language Embeddings capture Scales? EMNLP 2020
Are Pretrained Language Models Symbolic Reasoners over Knowledge? EMNLP 2020
Time-Reversal Symmetric ODE Network NIPS 2020
Neural Execution Engines: Learning to Execute Subroutines NIPS 2020
Memory Grounded Conversational Reasoning EMNLP 2019
Extracting Common Inference Patterns from Semi-Structured Explanations EMNLP 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019
A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019
WIQA: A dataset for “What if...” reasoning over procedural text EMNLP 2019