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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
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Papers (including subtopics)

Estimation Rates for Sparse Linear Cyclic Causal Models UAI 2020
Cone Semantics for Logics with Negation IJCAI 2020
Generalized Planning with Positive and Negative Examples AAAI 2020
Answering Counting Queries over DL-Lite Ontologies IJCAI 2020
Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL 2020
A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models AAAI 2020
Towards an Ontology-based Medication Conversational Agent for PrEP and PEP ACL 2020
Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain IJCAI 2020
GenC: A Fast Tool for Applications Involving Belief Revision IJCAI 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge NIPS 2020
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ACL 2020
Overcoming the Grounding Bottleneck Due to Constraints in ASP Solving: Constraints Become Propagators IJCAI 2020
Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ACL 2020
Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020
Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models JMLR 2020
Reasoning About Inconsistent Formulas IJCAI 2020
Narrative Planning Model Acquisition from Text Summaries and Descriptions AAAI 2020
Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract) AAAI 2020
Nested Subspace Arrangement for Representation of Relational Data ICML 2020
DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion AAAI 2020
Invariant Causal Prediction for Block MDPs ICML 2020
Modelling and Annotating Interlinear Glossed Text from 280 Different Endangered Languages as Linked Data with LIGT COLING 2020
Penman: An Open-Source Library and Tool for AMR Graphs ACL 2020