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Reasoning

2,428 papers (30 classified directly here)

Subtopics

Causal Inference (936) Automated Reasoning (843) Formal Methods (351) Automated Planning (288) Graph Embeddings (215)

Papers per year

11
11
272
299
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Papers (including subtopics)

Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ACL 2019
From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019
Multimodal Logical Inference System for Visual-Textual Entailment ACL 2019
Annotation of Rhetorical Moves in Biochemistry Articles ACL 2019
GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations ACL 2019
Generating Discourse Inferences from Unscoped Episodic Logical Formulas ACL 2019
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019
Robust Graph Embedding with Noisy Link Weights AISTATS 2019
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019
Causal Discovery in the Presence of Missing Data AISTATS 2019
Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding AISTATS 2019
Interpretable Almost-Exact Matching for Causal Inference AISTATS 2019
Learning the Structure of a Nonstationary Vector Autoregression AISTATS 2019
A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects AISTATS 2019
Domain-Size Aware Markov Logic Networks AISTATS 2019
Size of Interventional Markov Equivalence Classes in random DAG models AISTATS 2019
ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019
On Multi-Cause Approaches to Causal Inference with Unobserved Counfounding: Two Cautionary Failure Cases and A Promising Alternative AISTATS 2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CONLL 2019
CaRe: Open Knowledge Graph Embeddings EMNLP 2019
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs EMNLP 2019
Identifying Predictive Causal Factors from News Streams EMNLP 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion EMNLP 2019
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder EMNLP 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning EMNLP 2019