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05/24/2023
STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models
Structure prediction tasks such as event extraction require an in-depth ...
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05/24/2023
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Instruction-tuned models are trained on crowdsourcing datasets with task...
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01/26/2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Dialogue state tracking (DST) is an important step in dialogue managemen...
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12/21/2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
Relation Extraction (RE) has been extended to cross-document scenarios b...
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12/21/2022
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
Two key obstacles in biomedical relation extraction (RE) are the scarcit...
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09/12/2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces
Recently there is an increasing scholarly interest in time-varying knowl...
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08/16/2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models
Event extraction in the clinical domain is an under-explored research ar...
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05/19/2022
Summarization as Indirect Supervision for Relation Extraction
Relation extraction (RE) models have been challenged by their reliance o...
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09/22/2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
Taxonomies are valuable resources for many applications, but the limited...
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01/13/2021
EventPlus: A Temporal Event Understanding Pipeline
We present EventPlus, a temporal event understanding pipeline that integ...
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07/09/2019