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04/30/2023
S2abEL: A Dataset for Entity Linking from Scientific Tables
Entity linking (EL) is the task of linking a textual mention to its corr...
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02/13/2023
Relatedly: Scaffolding Literature Reviews with Existing Related Work Sections
Scholars who want to research a scientific topic must take time to read,...
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09/01/2022
Multi-Scale Contrastive Co-Training for Event Temporal Relation Extraction
Extracting temporal relationships between pairs of events in texts is a ...
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11/16/2021
Literature-Augmented Clinical Outcome Prediction
Predictive models for medical outcomes hold great promise for enhancing ...
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11/02/2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks
Natural language understanding (NLU) has made massive progress driven by...
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05/15/2021
STAGE: Tool for Automated Extraction of Semantic Time Cues to Enrich Neural Temporal Ordering Models
Despite achieving state-of-the-art accuracy on temporal ordering of even...
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08/21/2020
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift
We tackle the task of adapting event extractors to new domains without l...
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05/22/2020
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation
We tackle the task of building supervised event trigger identification m...
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01/11/2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference
Quantitative reasoning is an important component of reasoning that any i...
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06/02/2018