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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 18 of 18 1 XLM-T: A Multilingual Language Model Toolkit for Twitter ... Barbieri, Francesco; Anke, Luis Espinosa; Camacho-Collados, Jose. - : arXiv, 2021 BASE Show details 2 Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision Barbieri, Francesco; Doval, Yerai; Martínez-Cámara, Eugenio... In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 14 (2020): Fourteenth International AAAI Conference on Web and Social Media; 72-82 ; 2334-0770 ; 2162-3449 (2020) BASE Show details 3 Learning cross-lingual word embeddings from Twitter via distant supervision Camacho Collados, Jose; Doval, Yerai; Martínez-Cámara, Eugenio. - : Association for the Advancement of Artificial Intelligence, 2020 BASE Show details 4 SemEval 2018 Task 2: Multilingual Emoji Prediction Barbieri, Francesco; Camacho-Collados, Jose; Ronzano, Francesco. - : The Association for Computational Linguistics, 2018 BASE Show details 5 How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter Barbieri, Francesco; Camacho-Collados, Jose. - : The Association for Computational Linguistics, 2018 BASE Show details 6 Overview of the Evalita 2018 Italian Emoji Prediction (ITAmoji) Task Ronzano, Francesco; Barbieri, Francesco; Wahyu Pamungkas, Endang. - : CEUR-WS, 2018. : country:DEU, 2018. : place:Aachen, 2018 BASE Show details 7 SemEval 2018 Task 2: Multilingual Emoji Prediction Barbieri, Francesco; Camacho-Collados, Jose; Ronzano, Francesco. - : Association for Computational Linguistics, 2018. : country:USA, 2018. : place:Stroudsburg, PA, 2018 BASE Show details 8 Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges Basile, Valerio; Novielli, Nicole; Croce, Danilo. - 2018 BASE Show details 9 Overview of the Evalita 2016 SENTIment POLarity Classification Task Barbieri, Francesco; Basile, Valerio; Croce, Danilo... In: Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016) ; https://hal.inria.fr/hal-01414731 ; Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Dec 2016, Naples, Italy (2016) BASE Show details 10 Overview of the Evalita 2016 Sentiment Polarity Classification Task Barbieri, Francesco; Basile, Valerio; Croce, Danilo. - : CEUR-WS, 2016. : country:DEU, 2016. : place:Aachen, 2016 BASE Show details 11 Is This Tweet Satirical? A Computational Approach for Satire Detection in Spanish ; ¿Es satírico este tweet? Un método automático para la identificación del lenguaje satírico en español Barbieri, Francesco; Ronzano, Francesco; Saggion, Horacio. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2015 BASE Show details 12 How gender and skin tone modifiers affect emoji semantics in Twitter Barbieri, Francesco; Camacho-Collados, Jose. - : ACL (Association for Computational Linguistics) BASE Show details 13 How gender and skin tone modifiers affect emoji semantics in Twitter Barbieri, Francesco; Camacho-Collados, Jose. - : ACL (Association for Computational Linguistics) BASE Show details 14 SemEval 2018 Task 2: multilingual emoji prediction Barbieri, Francesco; Camacho-Collados, Jose; Ronzano, Francesco. - : ACL (Association for Computational Linguistics) BASE Show details 15 Are emojis predictable? Ballesteros, Miguel; Barbieri, Francesco; Saggion, Horacio. - : ACL (Association for Computational Linguistics) BASE Show details 16 Interpretable emoji prediction via label-wise attention LSTMs Espinosa-Anke, Luis; Camacho-Collados, Jose; Saggion, Horacio; Barbieri, Francesco; Schockaert, Steven. - : ACL (Association for Computational Linguistics) Abstract: Comunicació presentada a la Conference on Empirical Methods in Natural Language Processing, celebrada del 31 d'octubre al 4 de novembre de 2018 a Brussel·les, Bèlgica. ; Human language has evolved towards newer forms of communication such as social media, where emojis (i.e., ideograms bearing a visual meaning) play a key role. While there is an increasing body of work aimed at the computational modeling of emoji semantics, there is currently little understanding about what makes a computational model represent or predict a given emoji in a certain way. In this paper we propose a label-wise attention mechanism with which we attempt to better understand the nuances underlying emoji prediction. In addition to advantages in terms of interpretability, we show that our proposed architecture improves over standard baselines in emoji prediction, and does particularly well when predicting infrequent emojis. ; F. Barbieri and H. Saggion acknowledge support from the TUNER project (TIN2015-65308-C5-5- R, MINECO/FEDER, UE). Luis Espinosa-Anke, Jose Camacho-Collados and Steven Schockaert have been supported by ERC Starting Grant 637277. URL: http://hdl.handle.net/10230/35940 BASE Hide details 17 Multimodal emoji prediction Ronzano, Francesco; Barbieri, Francesco; Saggion, Horacio. - : ACL (Association for Computational Linguistics) BASE Show details 18 Towards the understanding of gaming audiences by modeling Twitch emotes Ballesteros, Miguel; Barbieri, Francesco; Saggion, Horacio. - : ACL (Association for Computational Linguistics) BASE Show details

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