Text matching with richer alignment features
Web8 Feb 2024 · [House Hearing, 117 Congress] [From the U.S. Government Publishing Office] JUSTICE, EQUITY, DIVERSITY, AND INCLU- SION IN ENVIRONMENTAL POLICY- MAKING: THE ROLE OF ENVIRONMENTAL ORGANIZATIONS AND GRANTMAKING FOUNDATIONS ===== OVERSIGHT HEARING BEFORE THE COMMITTEE ON NATURAL RESOURCES U.S. … Web1 Jan 2024 · Yang et al. (2024) propose a simple and effective text matching model using richer alignment features. After BERT (Devlin et al., 2024) is proposed, pre-trained …
Text matching with richer alignment features
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Web21 Dec 2024 · It simplifies many slow components which are previously considered as core building blocks in text matching, while keeping three key features directly available for … Weblabels to be sequences of text. There is a broad class of models that map the input and a candidate label separately into a com-mon feature space wherein typically a dot product, cosine or (parameterized) non-linearity is used to measure their similarity. We refer to these models as Bi-encoders. Such methods include vector
WebIntroduction. Dementia is a growing, global age-related disease, 1,2 and with no cure in sight, developing and evaluating programs that enhance the quality of life for those afflicted are crucial. Day care service (hereafter, day care) is recommended as an appropriate service for people with dementia living at home. 3–7 Despite several similarities in the goals and … Web28 Oct 2024 · A fast and strong neural approach for general purpose text matching applications and proposes to keep three key features available for inter-sequence …
Web5 Mar 2024 · Abstract. This study proposes a method to improve text matching through integration of lexical knowledge from external resources to model the senses of potentially ambiguous words. Specifically, a sense-aware mechanism is designed wherein a word sense disambiguation (WSD) model is introduced into text matching and both tasks (WSD and … WebKalpa Gunaratna joined Samsung Research America's Artificial Intelligence research group as a Senior Research Engineer in June 2024. Kalpa graduated with a PhD in Computer Science from Kno.e.sis ...
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