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09/20/2023
Assessment of Pre-Trained Models Across Languages and Grammars
We present an approach for assessing how multilingual large language mod...
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08/17/2023
Contrasting Linguistic Patterns in Human and LLM-Generated Text
We conduct a quantitative analysis contrasting human-written English new...
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05/24/2023
Another Dead End for Morphological Tags? Perturbed Inputs and Parsing
The usefulness of part-of-speech tags for parsing has been heavily quest...
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10/27/2022
Parsing linearizations appreciate PoS tags - but some are fussy about errors
PoS tags, once taken for granted as a useful resource for syntactic pars...
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09/14/2022
The Fragility of Multi-Treebank Parsing Evaluation
Treebank selection for parsing evaluation and the spurious effects that ...
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05/19/2022
Cross-lingual Inflection as a Data Augmentation Method for Parsing
We propose a morphology-based method for low-resource (LR) dependency pa...
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04/27/2022
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing
This paper addressed the problem of structured sentiment analysis using ...
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08/17/2021
Not All Linearizations Are Equally Data-Hungry in Sequence Labeling Parsing
Different linearizations have been proposed to cast dependency parsing a...
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05/06/2021
On the logistical difficulties and findings of Jopara Sentiment Analysis
This paper addresses the problem of sentiment analysis for Jopara, a cod...
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03/25/2021
Bertinho: Galician BERT Representations
This paper presents a monolingual BERT model for Galician. We follow the...
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11/01/2020
Bracketing Encodings for 2-Planar Dependency Parsing
We present a bracketing-based encoding that can be used to represent any...
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11/01/2020
A Unifying Theory of Transition-based and Sequence Labeling Parsing
We define a mapping from transition-based parsing algorithms that read s...
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10/01/2020
Discontinuous Constituent Parsing as Sequence Labeling
This paper reduces discontinuous parsing to sequence labeling. It first ...
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02/05/2020
Parsing as Pretraining
Recent analyses suggest that encoders pretrained for language modeling c...
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09/03/2019
Towards Making a Dependency Parser See
We explore whether it is possible to leverage eye-tracking data in an RN...
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08/09/2019
Artificially Evolved Chunks for Morphosyntactic Analysis
We introduce a language-agnostic evolutionary technique for automaticall...
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07/02/2019
Sequence Labeling Parsing by Learning Across Representations
We use parsing as sequence labeling as a common framework to learn acros...
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06/11/2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning
We present HEAD-QA, a multi-choice question answering testbed to encoura...
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05/27/2019
Harry Potter and the Action Prediction Challenge from Natural Language
We explore the challenge of action prediction from textual descriptions ...
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02/28/2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers
Sequence tagging models for constituent parsing are faster, but less acc...
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02/27/2019
Viable Dependency Parsing as Sequence Labeling
We recast dependency parsing as a sequence labeling problem, exploring s...
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10/21/2018
Transition-based Parsing with Lighter Feed-Forward Networks
We explore whether it is possible to build lighter parsers, that are sta...
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10/21/2018
Constituent Parsing as Sequence Labeling
We introduce a method to reduce constituent parsing to sequence labeling...
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05/23/2018
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter
The usage of part-of-day nouns, such as 'night', and their time-specific...
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05/23/2018
A Transition-based Algorithm for Unrestricted AMR Parsing
Non-projective parsing can be useful to handle cycles and reentrancy in ...
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08/17/2017
Towards Syntactic Iberian Polarity Classification
Lexicon-based methods using syntactic rules for polarity classification ...
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07/11/2017
A non-projective greedy dependency parser with bidirectional LSTMs
The LyS-FASTPARSE team presents BIST-COVINGTON, a neural implementation ...
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06/07/2017
How Important is Syntactic Parsing Accuracy? An Empirical Evaluation on Rule-Based Sentiment Analysis
Syntactic parsing, the process of obtaining the internal structure of se...
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06/17/2016
Universal, Unsupervised (Rule-Based), Uncovered Sentiment Analysis
We present a novel unsupervised approach for multilingual sentiment anal...
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07/30/2015