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1
On the logistical difficulties and findings of Jopara Sentiment Analysis ...
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2
Bertinho: Galician BERT Representations ...
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3
On the Logistical Difficulties and Findings of Jopara Sentiment Analysis
Agüero-Torales, Marvin M.; López-Herrera, Antonio G.; Vilares, David. - : Association for Computational Linguistics, 2021
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4
Sentiment Analysis for Fake News Detection
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5
Viability of Sequence Labeling Encodings for Dependency Parsing
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6
Bracketing Encodings for 2-Planar Dependency Parsing ...
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7
Artificially Evolved Chunks for Morphosyntactic Analysis ...
Abstract: We introduce a language-agnostic evolutionary technique for automatically extracting chunks from dependency treebanks. We evaluate these chunks on a number of morphosyntactic tasks, namely POS tagging, morphological feature tagging, and dependency parsing. We test the utility of these chunks in a host of different ways. We first learn chunking as one task in a shared multi-task framework together with POS and morphological feature tagging. The predictions from this network are then used as input to augment sequence-labelling dependency parsing. Finally, we investigate the impact chunks have on dependency parsing in a multi-task framework. Our results from these analyses show that these chunks improve performance at different levels of syntactic abstraction on English UD treebanks and a small, diverse subset of non-English UD treebanks. ... : To be published in proceedings of the 18th International Workshop on Treebanks and Linguistic Theories ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1908.03480
https://arxiv.org/abs/1908.03480
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8
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter ...
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9
Increasing NLP Parsing Efficiency with Chunking
Anderson, Mark Dáibhidh; Vilares, David. - : M D P I AG, 2018
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10
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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11
Towards Syntactic Iberian Polarity Classification ...
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12
A non-projective greedy dependency parser with bidirectional LSTMs ...
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13
Compositional language processing for multilingual sentiment analysis
Vilares, David. - 2017
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14
Tratamiento sintáctico de la negación en análisis del sentimiento monolingüe y multilingüe
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15
Universal, Unsupervised (Rule-Based), Uncovered Sentiment Analysis ...
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16
Lyapunov filtering of objectivity for Spanish sentiment model
Chaturvedi, Iti; Cambria, Erik; Vilares, David. - : Institute of Electrical and Electronics Engineers, 2016
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17
One model, two languages: training bilingual parsers with harmonized treebanks ...
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