Francesco Barbieri

CoRR, 2023

Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Web Science Conference 2023, 2023

SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Predicting Future Location Categories of Users in a Large Social Platform.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers.

[BibT_eX]

[DOI]

Julie Jiang

Ron Dotsch

Mireia Triguero Roura

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

TweetNLP: Cutting-Edge Natural Language Processing for Social Media.

[BibT_eX]

[DOI]

Eugenio Martínez-Cámara

CoRR, 2022

XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Sunshine with a Chance of Smiles: How Does Weather Impact Sentiment on Social Media?

[BibT_eX]

[DOI]

Julie Jiang

Nils Murrugarra-Llerena

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Twitter Topic Classification.

[BibT_eX]

[DOI]

Dimosthenis Antypas

Asahi Ushio

Vítor Silva

Proceedings of the 29th International Conference on Computational Linguistics, 2022

TimeLMs: Diachronic Language Models from Twitter.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2021

XLM-T: A Multilingual Language Model Toolkit for Twitter.

[BibT_eX]

[DOI]

CoRR, 2021

On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning.

[BibT_eX]

[DOI]

Xisen Jin

Brendan Kennedy

Aida Mostafazadeh Davani

Xiang Ren

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Efficiently Mitigating Classification Bias via Transfer Learning.

[BibT_eX]

[DOI]

Xisen Jin

Aida Mostafazadeh Davani

Brendan Kennedy

Xiang Ren

CoRR, 2020

Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision.

[BibT_eX]

[DOI]

Yerai Doval

Eugenio Martínez-Cámara

Steven Schockaert

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Learning Cross-lingual Embeddings from Twitter via Distant Supervision.

[BibT_eX]

[DOI]

Yerai Doval

Eugenio Martínez-Cámara

Fermín Moscoso del Prado Martín

Steven Schockaert

CoRR, 2019

Towards a Multimodal Time-Based Empathy Prediction System.

[BibT_eX]

[DOI]

Tillman Weyde

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

Machine learning methods for understanding social media communication: modeling irony and emojis.

[BibT_eX]

[DOI]

PhD thesis, 2018

Multimodal Deep Learning for Music Genre Classification.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2018

Exploring Emoji Usage and Prediction Through a Temporal Variation Lens.

[BibT_eX]

[DOI]

CoRR, 2018

How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter.

[BibT_eX]

[DOI]

Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

SemEval 2018 Task 2: Multilingual Emoji Prediction.

[BibT_eX]

[DOI]

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Multimodal Emoji Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Overview of the EVALITA 2018 Italian Emoji Prediction (ITAMoji) Task.

[BibT_eX]

[DOI]

Francesco Ronzano

Endang Wahyu Pamungkas

Viviana Patti

Francesca Chiusaroli

Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Interpretable Emoji Prediction via Label-Wise Attention LSTMs.

[BibT_eX]

[DOI]

Steven Schockaert

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Shared Task on Stance and Gender Detection in Tweets on Catalan Independence - LaSTUS System Description.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Are Emojis Predictable?

[BibT_eX]

[DOI]

Miguel Ballesteros

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016

How Cosmopolitan Are Emojis?: Exploring Emojis Usage and Meaning over Different Languages with Distributional Semantics.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

What does this Emoji Mean? A Vector Space Skip-Gram Model for Twitter Emojis.

[BibT_eX]

[DOI]

Francesco Ronzano

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Overview of the Evalita 2016 SENTIment POLarity Classification Task.

[BibT_eX]

[DOI]

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), 2016

Revealing Patterns of Twitter Emoji Usage in Barcelona and Madrid.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2016

2015

Summarization and Information Extraction in your Tablet.

[BibT_eX]

[DOI]