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1241
Dynamic and Multi-Channel Graph Convolutional Networks for Aspect-Based Sentiment Analysis ...
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1242
Structured Sentiment Analysis as Dependency Graph Parsing ...
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1243
Jointly Identifying Rhetoric and Implicit Emotions via Multi-Task Learning ...
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1244
Recursive prosody is not finite-state ...
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1245
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.449 Abstract: One of the main bottlenecks in developing discourse dependency parsers is the lack of annotated training data. A potential solution is to utilize abundant unlabeled data by using unsupervised techniques, but there is so far little research in unsupervised discourse dependency parsing. Fortunately, unsupervised syntactic dependency parsing has been studied by decades, which could potentially be adapted for discourse parsing. In this paper, we propose a simple yet effective method to adapt unsupervised syntactic dependency parsing methodology for unsupervised discourse dependency parsing. We apply the method to adapt two state-of-the-art unsupervised syntactic dependency parsing methods. Experimental results demonstrate that our adaptation is effective. Moreover, we extend the adapted methods to the semi-supervised and supervised setting and surprisingly, we find that they outperform previous methods specially designed for supervised ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://underline.io/lecture/25889-adapting-unsupervised-syntactic-parsing-methodology-for-discourse-dependency-parsing
https://dx.doi.org/10.48448/dpma-8a91
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1246
Representing Syntax and Composition with Geometric Transformations ...
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1247
Lower Perplexity is Not Always Human-Like ...
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1248
Surprisal Estimators for Human Reading Times Need Character Models ...
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1249
A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event ...
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1250
Psycholinguistic Tripartite Graph Network for Personality Detection ...
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1251
Can Transformer Langauge Models Predict Psychometric Properties? ...
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1252
11B: Linguistic Theories, Cognitive Modeling and Psycholinguistics #1 ...
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1253
How is BERT surprised? Layerwise detection of linguistic anomalies ...
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1254
Catchphrase: Automatic Detection of Cultural References ...
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1255
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ...
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