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Hits 1 – 20 of 28
1
How does the pre-training objective affect what large language models learn about linguistic properties? ...
Alajrami, Ahmed
;
Aletras, Nikolaos
. - : arXiv, 2022
BASE
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2
Automatic Identification and Classification of Bragging in Social Media ...
Jin, Mali
;
Preoţiuc-Pietro, Daniel
;
Doğruöz, A. Seza
;
Aletras, Nikolaos
. - : arXiv, 2022
Abstract:
Bragging is a speech act employed with the goal of constructing a favorable self-image through positive statements about oneself. It is widespread in daily communication and especially popular in social media, where users aim to build a positive image of their persona directly or indirectly. In this paper, we present the first large scale study of bragging in computational linguistics, building on previous research in linguistics and pragmatics. To facilitate this, we introduce a new publicly available data set of tweets annotated for bragging and their types. We empirically evaluate different transformer-based models injected with linguistic information in (a) binary bragging classification, i.e., if tweets contain bragging statements or not; and (b) multi-class bragging type prediction including not bragging. Our results show that our models can predict bragging with macro F1 up to 72.42 and 35.95 in the binary and multi-class classification tasks respectively. Finally, we present an extensive linguistic ... : Accepted at ACL 2022 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.2203.05840
https://arxiv.org/abs/2203.05840
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3
Analyzing Online Political Advertisements ...
Villegas, Danae Sánchez
;
Mokaram, Saeid
;
Aletras, Nikolaos
. - : arXiv, 2021
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4
Modeling the Severity of Complaints in Social Media ...
Jin, Mali
;
Aletras, Nikolaos
. - : arXiv, 2021
BASE
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5
Translation Error Detection as Rationale Extraction ...
Fomicheva, Marina
;
Specia, Lucia
;
Aletras, Nikolaos
. - : arXiv, 2021
BASE
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6
Knowledge Distillation for Quality Estimation ...
Gajbhiye, Amit
;
Fomicheva, Marina
;
Alva-Manchego, Fernando
. - : arXiv, 2021
BASE
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7
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling ...
Yamaguchi, Atsuki
;
Chrysostomou, George
;
Margatina, Katerina
. - : arXiv, 2021
BASE
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8
Analyzing Online Political Advertisements ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Aletras, Nikolaos
;
Mokaram, Saeid
. - : Underline Science Inc., 2021
BASE
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9
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Aletras, Nikolaos
;
Chrysostomou, George
. - : Underline Science Inc., 2021
BASE
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10
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Aletras, Nikolaos
;
Chrysostomou, George
. - : Underline Science Inc., 2021
BASE
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11
Modeling the Severity of Complaints in Social Media ...
NAACL 2021 2021
;
Aletras, Nikolaos
;
Jin, Mali
. - : Underline Science Inc., 2021
BASE
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12
Active Learning by Acquiring Contrastive Examples ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Aletras, Nikolaos
;
Barrault, Loïc
. - : Underline Science Inc., 2021
BASE
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13
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Aletras, Nikolaos
;
Barrault, Loïc
. - : Underline Science Inc., 2021
BASE
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14
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Aletras, Nikolaos
;
Chrysostomou, George
. - : Underline Science Inc., 2021
BASE
Show details
15
Knowledge Distillation for Quality Estimation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Aletras, Nikolaos
;
Alva-Manchego, Fernando
. - : Underline Science Inc., 2021
BASE
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16
Machine Extraction of Tax Laws from Legislative Texts
Han, Luyang
;
Guillot, Malka
;
Ash, Elliott
In: Proceedings of the Natural Legal Language Processing Workshop 2021 (2021)
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17
Point-of-Interest Type Prediction using Text and Images ...
Villegas, Danae Sánchez
;
Aletras, Nikolaos
. - : arXiv, 2021
BASE
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18
Point-of-Interest Type Prediction using Text and Images ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Aletras, Nikolaos
;
Sanchez Villegas, Danae
. - : Underline Science Inc., 2021
BASE
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19
An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Aletras, Nikolaos
;
Mensah, Samuel
. - : Underline Science Inc., 2021
BASE
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20
Knowledge distillation for quality estimation
Gajbhiye, Amit
;
Fomicheva, Marina
;
Alva-Manchego, Fernando
. - : Association for Computational Linguistics, 2021
BASE
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