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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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'15
'20
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Papers (including subtopics)

MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions EMNLP 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020
Are Pretrained Language Models Symbolic Reasoners over Knowledge? EMNLP 2020
HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser EMNLP 2020
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph EMNLP 2020
Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner’s Perspective EMNLP 2020
CLN2INV: Learning Loop Invariants with Continuous Logic Networks ICLR 2020
Efficient Intervention Design for Causal Discovery with Latents ICML 2020
Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders ICML 2020
Strategic Classification is Causal Modeling in Disguise ICML 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving ICML 2020
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models ICML 2020
Invariant Causal Prediction for Block MDPs ICML 2020
Formalizing Group and Propagated Trust in Multi-Agent Systems IJCAI 2020
A Penny for Your Thoughts: The Value of Communication in Ad Hoc Teamwork IJCAI 2020
Cause-Effect Association between Event Pairs in Event Datasets IJCAI 2020
Discrete Embedding for Latent Networks IJCAI 2020
Graph Neural Architecture Search IJCAI 2020
Learning to Complement Humans IJCAI 2020
Answering Counting Queries over DL-Lite Ontologies IJCAI 2020
Switch-List Representations in a Knowledge Compilation Map IJCAI 2020
Counting Query Answers over a DL-Lite Knowledge Base IJCAI 2020
Overcoming the Grounding Bottleneck Due to Constraints in ASP Solving: Constraints Become Propagators IJCAI 2020
On the Decidability of Intuitionistic Tense Logic without Disjunction IJCAI 2020