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Reasoning

2595 directly classified papers

Papers per year

Papers

Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets L4DC 2020

Bean Machine: A Declarative Probabilistic Programming Language For Efficient Programmable Inference PGM 2020

Lifted Query Answering in Gaussian Bayesian Networks PGM 2020

Ontology Reasoning with Deep Neural Networks (Extended Abstract) IJCAI 2020

Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020

Neural Belief Reasoner IJCAI 2020

PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020

AMR Parsing via Graph-Sequence Iterative Inference ACL 2020

Measuring Forecasting Skill from Text ACL 2020

Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020

R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ACL 2020

The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020

Differentiable Adaptive Computation Time for Visual Reasoning CVPR 2020

Multi-Step Inference for Reasoning Over Paragraphs EMNLP 2020

STLnet: Signal Temporal Logic Enforced Multivariate Recurrent Neural Networks NIPS 2020

Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NIPS 2020

Program Synthesis with Pragmatic Communication NIPS 2020

Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020

Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020

Extracting Implicitly Asserted Propositions in Argumentation EMNLP 2020

A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020

An Empirical Investigation of Contextualized Number Prediction EMNLP 2020

A Cognitively Motivated Approach to Spatial Information Extraction EMNLP 2020

CogLTX: Applying BERT to Long Texts NIPS 2020