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Papers
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models
EMNLP 2023
Visually Grounded Commonsense Knowledge Acquisition
AAAI 2023
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations
AAAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey
AAAI 2022
ELLE: Efficient Lifelong Pre-training for Emerging Data
ACL 2022
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition
NAACL 2022
Towards Generalizable and Robust Text-to-SQL Parsing
EMNLP 2022
CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild
EMNLP 2021
CovRelex: A COVID-19 Retrieval System with Relation Extraction
EACL 2021
Knowledge-Guided Object Discovery with Acquired Deep Impressions
AAAI 2021
On the Learnability of Knowledge in Multi-Agent Logics
IJCAI 2021
Probing Across Time: What Does RoBERTa Know and When?
EMNLP 2021
SKATE: A Natural Language Interface for Encoding Structured Knowledge
AAAI 2021
Pretrained Language Model Embryology: The Birth of ALBERT
EMNLP 2020
TransOMCS: From Linguistic Graphs to Commonsense Knowledge
IJCAI 2020
Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning on Robots
RSS 2019
Generating Question-Answer Hierarchies
ACL 2019
Just “OneSeC” for Producing Multilingual Sense-Annotated Data
ACL 2019
Exploratory Neural Relation Classification for Domain Knowledge Acquisition
COLING 2018
Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition
COLING 2018
A Framework for Long-Term Learning Systems
IJCAI 2017
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
EMNLP 2017
Cause-Effect Knowledge Acquisition and Neural Association Model for Solving A Set of Winograd Schema Problems
IJCAI 2017
Dual Track Multimodal Automatic Learning through Human-Robot Interaction
IJCAI 2017
Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames
EACL 2017