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Reasoning

2595 directly classified papers

Papers per year

Papers

Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning AAAI 2019

Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies ACL 2019

Semantic Expressive Capacity with Bounded Memory ACL 2019

SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL 2019

Cognitive Graph for Multi-Hop Reading Comprehension at Scale ACL 2019

Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ACL 2019

Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA ACL 2019

Exploiting Explicit Paths for Multi-hop Reading Comprehension ACL 2019

Explain Yourself! Leveraging Language Models for Commonsense Reasoning ACL 2019

Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ACL 2019

NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language ACL 2019

Logic-Based Sequential Decision-Making AAAI 2019

Learning Generalized Temporal Abstractions across Both Action and Perception AAAI 2019

A Theory of State Abstraction for Reinforcement Learning AAAI 2019

Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty AAAI 2019

Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability AAAI 2019

A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets PGM 2018

Towards Dynamic Computation Graphs via Sparse Latent Structure EMNLP 2018

Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning EMNLP 2018

Iterative Visual Reasoning Beyond Convolutions CVPR 2018

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension NAACL 2018

Argumentation Synthesis following Rhetorical Strategies COLING 2018

Implicit Argument Prediction with Event Knowledge NAACL 2018

Chain of Reasoning for Visual Question Answering NIPS 2018

Identification of Alias Links among Participants in Narratives ACL 2018