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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)

Stochastic Goal Recognition Design Problems with Suboptimal Agents AAAI 2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022
On Masked Language Models for Contextual Link Prediction ACL 2022
Making Translations to Classical Planning Competitive with Other HTN Planners AAAI 2022
Faithful Knowledge Graph Explanations in Commonsense Question Answering EMNLP 2022
Identifiability of sparse causal effects using instrumental variables UAI 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022
Expressivity of Planning with Horn Description Logic Ontologies AAAI 2022
Disentangled Action Recognition with Knowledge Bases NAACL 2022
SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022
Inductive Relation Prediction by BERT AAAI 2022
General Optimization Framework for Recurrent Reachability Objectives IJCAI 2022
An Axiomatic Approach to Revising Preferences AAAI 2022
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable JMLR 2022
A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022
Knowledge Graph Generation From Text EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022
DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022
Canary Extraction in Natural Language Understanding Models ACL 2022
Classical Planning with Avoid Conditions AAAI 2022