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04/20/2023
IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases
Named Entity Recognition (NER) is a core natural language processing tas...
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02/07/2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories
Language Models are the core for almost any Natural Language Processing ...
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05/03/2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning
Recent work has shown that NLP tasks such as Relation Extraction (RE) ca...
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03/25/2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations
The current workflow for Information Extraction (IE) analysts involves t...
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11/01/2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey
Large, pre-trained transformer-based language models such as BERT have d...
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09/08/2021
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction
Relation extraction systems require large amounts of labeled examples wh...
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01/07/2021