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09/18/2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs
Most NLP tasks are modeled as supervised learning and thus require label...
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08/19/2022
Pseudo-Labels Are All You Need
Automatically estimating the complexity of texts for readers has a varie...
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08/13/2021
Semantic Answer Similarity for Evaluating Question Answering Models
The evaluation of question answering models compares ground-truth annota...
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08/09/2021
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models
Open-domain extractive question answering works well on textual data by ...
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04/26/2021
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval
A major challenge of research on non-English machine reading for questio...
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12/27/2020
PatentMatch: A Dataset for Matching Patent Claims Prior Art
Patent examiners need to solve a complex information retrieval task when...
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03/26/2020
Top Comment or Flop Comment? Predicting and Explaining User Engagement in Online News Discussions
Comment sections below online news articles enjoy growing popularity amo...
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11/25/2019
My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text Collections
Comparative text mining extends from genre analysis and political bias d...
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09/20/2018