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07/07/2023
Linguistic representations for fewer-shot relation extraction across domains
Recent work has demonstrated the positive impact of incorporating lingui...
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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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11/02/2021
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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07/01/2021
Comparing Example-Based Collaborative Reflection to Problem Solving Practice for Learning during Team-Based Software Engineering Projects
Contributing to the literature on aptitude-treatment interactions betwee...
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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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04/20/2021
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance
Recent work on entity coreference resolution (CR) follows current trends...
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04/16/2021
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research
Natural language processing (NLP) research combines the study of univers...
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10/12/2020
Using Type Information to Improve Entity Coreference Resolution
Coreference resolution (CR) is an essential part of discourse analysis. ...
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10/05/2020
MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge
Information extraction from conversational data is particularly challeng...
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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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05/01/2020
MedType: Improving Medical Entity Linking with Semantic Type Prediction
Medical entity linking is the task of identifying and standardizing conc...
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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
