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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)

Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks IJCNLP 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training IJCNLP 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning IJCNLP 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors IJCNLP 2021
Event-Centric Natural Language Processing IJCNLP 2021
Great Service! Fine-grained Parsing of Implicit Arguments IJCNLP 2021
Time-to-Event Models for Analyzing Reaction Time Sequences INTERSPEECH 2021
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference JMLR 2021
Counterfactual Mean Embeddings JMLR 2021
Conditional independences and causal relations implied by sets of equations JMLR 2021
Domain adaptation under structural causal models JMLR 2021
Data-Driven Abstraction of Monotone Systems L4DC 2021
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network NAACL 2021
Incorporating External Knowledge to Enhance Tabular Reasoning NAACL 2021
Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021
“I’m Not Mad”: Commonsense Implications of Negation and Contradiction NAACL 2021
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers NAACL 2021
Differentiable Open-Ended Commonsense Reasoning NAACL 2021
DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021
GENE: Global Event Network Embedding NAACL 2021
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021
Finding Invariants of Distributed Systems: It's a Small (Enough) World After All NSDI 2021
GoJournal: a verified, concurrent, crash-safe journaling system OSDI 2021
Dependency in DAG models with hidden variables UAI 2021