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TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning ...
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Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.557 Abstract: We propose a transition-based bubble parser to perform coordination structure identification and dependency-based syntactic analysis simultaneously. Bubble representations were proposed in the formal linguistics literature decades ago; they enhance dependency trees by encoding coordination boundaries and internal relationships within coordination structures explicitly. In this paper, we introduce a transition system and neural models for parsing these bubble-enhanced structures. Experimental results on the English Penn Treebank and the English GENIA corpus show that our parsers beat previous state-of-the-art approaches on the task of coordination structure prediction, especially for the subset of sentences with complex coordination structures. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/q813-x368
https://underline.io/lecture/25795-transition-based-bubble-parsing-improvements-on-coordination-structure-prediction
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3
Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction ...
Shi, Tianze; Lee, Lillian. - : arXiv, 2021
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4
Learning Syntax from Naturally-Occurring Bracketings ...
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5
Learning Syntax from Naturally-Occurring Bracketings ...
NAACL 2021 2021; İrsoy, Ozan; Lee, Lillian. - : Underline Science Inc., 2021
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6
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries ...
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7
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions ...
Zhang, Rui; Yu, Tao; Er, He Yang. - : arXiv, 2019
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8
CoNLL 2017 Shared Task System Outputs
Zeman, Daniel; Potthast, Martin; Straka, Milan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2017
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