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Knowledge

367 directly classified papers

Papers per year

Papers

The Price of Selfishness: Conjunctive Query Entailment for ALCSelf Is 2EXPTIME-Hard AAAI 2022
MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022
Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge AAAI 2022
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022
Procedural Text Understanding via Scene-Wise Evolution AAAI 2022
Toward a New Science of Common Sense AAAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022
Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions EMNLP 2022
Theoretically Provable Spiking Neural Networks NIPS 2022
K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022
Tracking Semantic Shifts in German Court Decisions with Diachronic Word Embeddings EMNLP 2022
Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs EMNLP 2022
Controllable Fake Document Infilling for Cyber Deception EMNLP 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation EMNLP 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding EMNLP 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022
Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022