Modelling Irony in Twitter. - Francesco Barbieri; Horacio Saggion (EACL, 2014)

Automatic Detection of Irony and Humour in Twitter. - Francesco Barbieri; Horacio Saggion (ICCC, 2014)

Modelling Irony in Twitter: Feature Analysis and Evaluation. - Francesco Barbieri; Horacio Saggion (LREC, 2014)

Modelling Sarcasm in Twitter, a Novel Approach. - Francesco Barbieri; Horacio Saggion; Francesco Ronzano (WASSA@ACL, 2014)

TheRiddlerBot: A next step on the ladder towards creative Twitter bots. - Iván Guerrero Román; Ben Verhoeven; Francesco Barbieri; Pedro Martins 003; Rafael Pérez y Pérez (ICCC, 2015)

Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter. - Francesco Barbieri; Francesco Ronzano; Horacio Saggion (IJCAI, 2015)

How Topic Biases Your Results? A Case Study of Sentiment Analysis and Irony Detection in Italian. - Francesco Barbieri; Francesco Ronzano; Horacio Saggion (RANLP, 2015)

UPF-taln: SemEval 2015 Tasks 10 and 11. Sentiment Analysis of Literal and Figurative Language in Twitter. - Francesco Barbieri; Francesco Ronzano; Horacio Saggion (SemEval@NAACL-HLT, 2015)

Is this Tweet Satirical? A Computational Approach for Satire Detection in Spanish. - Francesco Barbieri; Francesco Ronzano; Horacio Saggion (Proces. del Leng. Natural, 2015)

Summarization and Information Extraction in your Tablet. - Francesco Barbieri; Francesco Ronzano; Horacio Saggion (Proces. del Leng. Natural, 2015)

Revealing Patterns of Twitter Emoji Usage in Barcelona and Madrid. - Francesco Barbieri; Luis Espinosa Anke; Horacio Saggion (CCIA, 2016)

Overview of the Evalita 2016 SENTIment POLarity Classification Task. - Francesco Barbieri; Valerio Basile; Danilo Croce; Malvina Nissim; Nicole Novielli; Viviana Patti (CLiC-it/EVALITA, 2016)

What does this Emoji Mean? A Vector Space Skip-Gram Model for Twitter Emojis. - Francesco Barbieri; Francesco Ronzano; Horacio Saggion (LREC, 2016)

How Cosmopolitan Are Emojis?: Exploring Emojis Usage and Meaning over Different Languages with Distributional Semantics. - Francesco Barbieri; Germán Kruszewski; Francesco Ronzano; Horacio Saggion (ACM Multimedia, 2016)

Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes. - Francesco Barbieri; Luis Espinosa Anke; Miguel Ballesteros; Juan Soler Company; Horacio Saggion (NUT@EMNLP, 2017)

Are Emojis Predictable? - Francesco Barbieri; Miguel Ballesteros; Horacio Saggion (EACL (2), 2017)

Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features. - Sergio Oramas; Oriol Nieto; Francesco Barbieri; Xavier Serra (ISMIR, 2017)

Shared Task on Stance and Gender Detection in Tweets on Catalan Independence - LaSTUS System Description. - Francesco Barbieri (IberEval@SEPLN, 2017)

Interpretable Emoji Prediction via Label-Wise Attention LSTMs. - Francesco Barbieri; Luis Espinosa Anke; José Camacho-Collados; Steven Schockaert; Horacio Saggion (EMNLP, 2018)

Overview of the EVALITA 2018 Italian Emoji Prediction (ITAMoji) Task. - Francesco Ronzano; Francesco Barbieri; Endang Wahyu Pamungkas; Viviana Patti; Francesca Chiusaroli (EVALITA@CLiC-it, 2018)

Multimodal Emoji Prediction. - Francesco Barbieri; Miguel Ballesteros; Francesco Ronzano; Horacio Saggion (NAACL-HLT (2), 2018)

SemEval 2018 Task 2: Multilingual Emoji Prediction. - Francesco Barbieri; José Camacho-Collados; Francesco Ronzano; Luis Espinosa Anke; Miguel Ballesteros; Valerio Basile; Viviana Patti; Horacio Saggion (SemEval@NAACL-HLT, 2018)

How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter. - Francesco Barbieri; José Camacho-Collados (*SEM@NAACL-HLT, 2018)

Exploring Emoji Usage and Prediction Through a Temporal Variation Lens. - Francesco Barbieri; Luís Marujo; Pradeep Karuturi; William Brendel; Horacio Saggion (CoRR, 2018)

Multimodal Deep Learning for Music Genre Classification. - Sergio Oramas; Francesco Barbieri; Oriol Nieto; Xavier Serra (Trans. Int. Soc. Music. Inf. Retr., 2018)

Machine learning methods for understanding social media communication: modeling irony and emojis. - Francesco Barbieri (2018)

Towards a Multimodal Time-Based Empathy Prediction System. - Francesco Barbieri; Eric Guizzo; Federico Lucchesi; Giovanni Maffei; Fermín Moscoso del Prado Martín; Tillman Weyde (FG, 2019)

Learning Cross-lingual Embeddings from Twitter via Distant Supervision. - José Camacho-Collados; Yerai Doval; Eugenio Martínez-Cámara; Luis Espinosa Anke; Francesco Barbieri; Steven Schockaert (CoRR, 2019)

The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks. - Brihi Joshi; Neil Shah; Francesco Barbieri; Leonardo Neves (COLING, 2020)

TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. - Francesco Barbieri; José Camacho-Collados; Luis Espinosa Anke; Leonardo Neves (EMNLP (Findings), 2020)

Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision. - José Camacho-Collados; Yerai Doval; Eugenio Martínez-Cámara; Luis Espinosa Anke; Francesco Barbieri; Steven Schockaert (ICWSM, 2020)

Efficiently Mitigating Classification Bias via Transfer Learning. - Xisen Jin; Francesco Barbieri; Aida Mostafazadeh Davani; Brendan Kennedy 001; Leonardo Neves; Xiang Ren 001 (CoRR, 2020)

On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning. - Xisen Jin; Francesco Barbieri; Brendan Kennedy 001; Aida Mostafazadeh Davani; Leonardo Neves; Xiang Ren 001 (NAACL-HLT, 2021)

XLM-T: A Multilingual Language Model Toolkit for Twitter. - Francesco Barbieri; Luis Espinosa Anke; José Camacho-Collados (CoRR, 2021)

Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges. - Valerio Basile; Nicole Novielli; Danilo Croce; Francesco Barbieri; Malvina Nissim; Viviana Patti (IEEE Trans. Affect. Comput., 2021)

TimeLMs: Diachronic Language Models from Twitter. - Daniel Loureiro; Francesco Barbieri; Leonardo Neves; Luis Espinosa Anke; José Camacho-Collados (ACL (demo), 2022)

Twitter Topic Classification. - Dimosthenis Antypas; Asahi Ushio; José Camacho-Collados; Vítor Silva 003; Leonardo Neves; Francesco Barbieri (COLING, 2022)

TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. - Daniel Loureiro; Aminette D'Souza; Areej Nasser Muhajab; Isabella A. White; Gabriel Wong; Luis Espinosa Anke; Leonardo Neves; Francesco Barbieri; José Camacho-Collados (COLING, 2022)

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. - Ligong Han; Jian Ren 005; Hsin-Ying Lee 001; Francesco Barbieri; Kyle Olszewski; Shervin Minaee; Dimitris N. Metaxas; Sergey Tulyakov (CVPR, 2022)

Sunshine with a Chance of Smiles: How Does Weather Impact Sentiment on Social Media? - Julie Jiang; Nils Murrugarra-Llerena; Maarten W. Bos; Yozen Liu; Neil Shah; Leonardo Neves; Francesco Barbieri (ICWSM, 2022)

Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. - Asahi Ushio; Francesco Barbieri; Vítor Silva 003; Leonardo Neves; José Camacho-Collados (AACL/IJCNLP (1), 2022)

XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond. - Francesco Barbieri; Luis Espinosa Anke; José Camacho-Collados (LREC, 2022)

TweetNLP: Cutting-Edge Natural Language Processing for Social Media. - José Camacho-Collados; Kiamehr Rezaee; Talayeh Riahi; Asahi Ushio; Daniel Loureiro; Dimosthenis Antypas; Joanne Boisson; Luis Espinosa Anke; Fangyu Liu; Eugenio Martínez-Cámara; Gonzalo Medina; Thomas Bührmann; et al. (CoRR, 2022)

SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis. - Jiaxin Pei; Vítor Silva 003; Maarten W. Bos; Yozon Liu; Leonardo Neves; David Jurgens; Francesco Barbieri (CoRR, 2022)

Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers. - Julie Jiang; Ron Dotsch; Mireia Triguero Roura; Yozen Liu; Vítor Silva 003; Maarten W. Bos; Francesco Barbieri (CHI, 2023)

SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research. - Dimosthenis Antypas; Asahi Ushio; Francesco Barbieri; Leonardo Neves; Kiamehr Rezaee; Luis Espinosa Anke; Jiaxin Pei; José Camacho-Collados (EMNLP (Findings), 2023)

Predicting Future Location Categories of Users in a Large Social Platform. - Raiyan Abdul Baten; Yozen Liu; Heinrich Peters; Francesco Barbieri; Neil Shah; Leonardo Neves; Maarten W. Bos (ICWSM, 2023)

SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis. - Jiaxin Pei; Vítor Silva 003; Maarten W. Bos; Yozen Liu; Leonardo Neves; David Jurgens; Francesco Barbieri (SemEval@ACL, 2023)

Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter. - Julie Jiang; Jesse Thomason; Francesco Barbieri; Emilio Ferrara (WebSci, 2023)

Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter. - Daniel Loureiro; Kiamehr Rezaee; Talayeh Riahi; Francesco Barbieri; Leonardo Neves; Luis Espinosa Anke; José Camacho-Collados (CoRR, 2023)

Context-Aware Prediction of User Engagement on Online Social Platforms. - Heinrich Peters; Yozen Liu; Francesco Barbieri; Raiyan Abdul Baten; Sandra C. Matz; Maarten W. Bos (CoRR, 2023)

Designing and Evaluating General-Purpose User Representations Based on Behavioral Logs from a Measurement Process Perspective: A Case Study with Snapchat. - Qixiang Fang; Zhihan Zhou 001; Francesco Barbieri; Yozen Liu; Leonardo Neves; Dong Nguyen 002; Daniel L. Oberski; Maarten W. Bos; Ron Dotsch (CoRR, 2023)

Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster. - Agostina Calabrese; Leonardo Neves; Neil Shah; Maarten W. Bos; Björn Ross; Mirella Lapata; Francesco Barbieri (ACL (Short Papers), 2024)

Evaluating Very Long-Term Conversational Memory of LLM Agents. - Adyasha Maharana; Dong-Ho Lee; Sergey Tulyakov; Mohit Bansal; Francesco Barbieri; Yuwei Fang (ACL (1), 2024)

PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning. - Zhihan Zhang 001; Dong-Ho Lee; Yuwei Fang; Wenhao Yu 002; Mengzhao Jia; Meng Jiang 001; Francesco Barbieri (ACL (1), 2024)

Multilingual Topic Classification in X: Dataset and Analysis. - Dimosthenis Antypas; Asahi Ushio; Francesco Barbieri; José Camacho-Collados (EMNLP, 2024)

General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study. - Qixiang Fang; Zhihan Zhou 001; Francesco Barbieri; Yozen Liu; Leonardo Neves; Dong Nguyen 002; Daniel L. Oberski; Maarten W. Bos; Ron Dotsch (SIGIR, 2024)

USE: Dynamic User Modeling with Stateful Sequence Models. - Zhihan Zhou 001; Qixiang Fang; Leonardo Neves; Francesco Barbieri; Yozen Liu; Han Liu 001; Maarten W. Bos; Ron Dotsch (CoRR, 2024)

Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation. - Dimosthenis Antypas; Indira Sen; Carla Pérez-Almendros; José Camacho-Collados; Francesco Barbieri (CoRR, 2024)

REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation. - Dong-Ho Lee; Adyasha Maharana; Jay Pujara; Xiang Ren 001; Francesco Barbieri (CoRR, 2025)