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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)

Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ACL 2020
Logical Inferences with Comparatives and Generalized Quantifiers ACL 2020
Commonsense Reasoning for Natural Language Processing ACL 2020
Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings ACL 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020
Ivy: Instrumental Variable Synthesis for Causal Inference AISTATS 2020
DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020
On Pruning for Score-Based Bayesian Network Structure Learning AISTATS 2020
Causal Bayesian Optimization AISTATS 2020
Causal inference in degenerate systems: An impossibility result AISTATS 2020
On the Completeness of Causal Discovery in the Presence of Latent Confounding with Tiered Background Knowledge AISTATS 2020
Ordering-Based Causal Structure Learning in the Presence of Latent Variables AISTATS 2020
Integrating External Event Knowledge for Script Learning COLING 2020
Unsupervised Fact Checking by Counter-Weighted Positive and Negative Evidential Paths in A Knowledge Graph COLING 2020
Dual Attention Network for Cross-lingual Entity Alignment COLING 2020
Use of Claim Graphing and Argumentation Schemes in Biomedical Literature: A Manual Approach to Analysis COLING 2020
Semantic parsing with fuzzy meaning representations COLING 2020
SemEval-2020 Task 5: Counterfactual Recognition COLING 2020
UAICS at SemEval-2020 Task 4: Using a Bidirectional Transformer for Task a COLING 2020
Graph-based Syntactic Word Embeddings COLING 2020
Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020
TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration COLING 2020
PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods COLING 2020
Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base COLING 2020
Are Pretrained Language Models Symbolic Reasoners over Knowledge? CONLL 2020