Francesco Barbieri

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 61

Top Topics

Music Genre Classification

Language Processing

Top Venues

Publications

Zhihan Zhou, Qixiang Fang, Leonardo Neves, Francesco Barbieri, Yozen Liu, Han Liu, Maarten W. Bos, Ron Dotsch
USE: Dynamic User Modeling with Stateful Sequence Models. CoRR (2024)
Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit Bansal, Francesco Barbieri, Yuwei Fang
Evaluating Very Long-Term Conversational Memory of LLM Agents. ACL (1) (2024)
Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit Bansal, Francesco Barbieri, Yuwei Fang
Evaluating Very Long-Term Conversational Memory of LLM Agents. CoRR (2024)
Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning. ACL (1) (2024)
Qixiang Fang, Zhihan Zhou, Francesco Barbieri, Yozen Liu, Leonardo Neves, Dong Nguyen, Daniel L. Oberski, Maarten W. Bos, Ron Dotsch
General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study. SIGIR (2024)
Agostina Calabrese, Leonardo Neves, Neil Shah, Maarten W. Bos, Björn Ross, Mirella Lapata, Francesco Barbieri
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster. CoRR (2024)
Julie Jiang, Jesse Thomason, Francesco Barbieri, Emilio Ferrara
Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter. WebSci (2023)
Daniel Loureiro, Kiamehr Rezaee, Talayeh Riahi, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter. CoRR (2023)
Qixiang Fang, Zhihan Zhou, Francesco Barbieri, Yozen Liu, Leonardo Neves, Dong Nguyen, Daniel L. Oberski, Maarten W. Bos, Ron Dotsch
Designing and Evaluating General-Purpose User Representations Based on Behavioral Logs from a Measurement Process Perspective: A Case Study with Snapchat. CoRR (2023)
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research. EMNLP (Findings) (2023)
Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning. CoRR (2023)
Julie Jiang, Ron Dotsch, Mireia Triguero Roura, Yozen Liu, Vítor Silva, Maarten W. Bos, Francesco Barbieri
Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers. CHI (2023)
Heinrich Peters, Yozen Liu, Francesco Barbieri, Raiyan Abdul Baten, Sandra C. Matz, Maarten W. Bos
Context-Aware Prediction of User Engagement on Online Social Platforms. CoRR (2023)
Raiyan Abdul Baten, Yozen Liu, Heinrich Peters, Francesco Barbieri, Neil Shah, Leonardo Neves, Maarten W. Bos
Predicting Future Location Categories of Users in a Large Social Platform. ICWSM (2023)
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research. CoRR (2023)
Jiaxin Pei, Vítor Silva, Maarten W. Bos, Yozen Liu, Leonardo Neves, David Jurgens, Francesco Barbieri
SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis. SemEval@ACL (2023)
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
TimeLMs: Diachronic Language Models from Twitter. CoRR (2022)
Julie Jiang, Jesse Thomason, Francesco Barbieri, Emilio Ferrara
Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter. CoRR (2022)
Julie Jiang, Nils Murrugarra-Llerena, Maarten W. Bos, Yozen Liu, Neil Shah, Leonardo Neves, Francesco Barbieri
Sunshine with a Chance of Smiles: How Does Weather Impact Sentiment on Social Media? ICWSM (2022)
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. CoRR (2022)
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. COLING (2022)
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CVPR (2022)
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Leonardo Neves, Vítor Silva, Francesco Barbieri
Twitter Topic Classification. CoRR (2022)
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Vítor Silva, Leonardo Neves, Francesco Barbieri
Twitter Topic Classification. COLING (2022)
Julie Jiang, Ron Dotsch, Mireia Triguero Roura, Yozen Liu, Vítor Silva, Maarten W. Bos, Francesco Barbieri
Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers. CoRR (2022)
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
TimeLMs: Diachronic Language Models from Twitter. ACL (demo) (2022)
Jiaxin Pei, Vítor Silva, Maarten W. Bos, Yozon Liu, Leonardo Neves, David Jurgens, Francesco Barbieri
SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis. CoRR (2022)
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, Leonardo Neves, Francesco Barbieri
TweetNLP: Cutting-Edge Natural Language Processing for Social Media. CoRR (2022)
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CoRR (2022)
Asahi Ushio, Leonardo Neves, Vítor Silva, Francesco Barbieri, José Camacho-Collados
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. CoRR (2022)
Asahi Ushio, Francesco Barbieri, Vítor Silva, Leonardo Neves, José Camacho-Collados
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. AACL/IJCNLP (1) (2022)
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond. LREC (2022)
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados
XLM-T: A Multilingual Language Model Toolkit for Twitter. CoRR (2021)
Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning. NAACL-HLT (2021)
Valerio Basile, Nicole Novielli, Danilo Croce, Francesco Barbieri, Malvina Nissim, Viviana Patti
Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges. IEEE Trans. Affect. Comput. 12 (2) (2021)
Brihi Joshi, Neil Shah, Francesco Barbieri, Leonardo Neves
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks. COLING (2020)
Francesco Barbieri, José Camacho-Collados, Leonardo Neves, Luis Espinosa Anke
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. CoRR (2020)
Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren
Efficiently Mitigating Classification Bias via Transfer Learning. CoRR (2020)
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision. ICWSM (2020)
Brihi Joshi, Neil Shah, Francesco Barbieri, Leonardo Neves
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks. CoRR (2020)
Francesco Barbieri, José Camacho-Collados, Luis Espinosa Anke, Leonardo Neves
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. EMNLP (Findings) (2020)
Francesco Barbieri, Eric Guizzo, Federico Lucchesi, Giovanni Maffei, Fermín Moscoso del Prado Martín, Tillman Weyde
Towards a Multimodal Time-Based Empathy Prediction System. FG (2019)
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
Learning Cross-lingual Embeddings from Twitter via Distant Supervision. CoRR (2019)
Francesco Barbieri, José Camacho-Collados, Francesco Ronzano, Luis Espinosa Anke, Miguel Ballesteros, Valerio Basile, Viviana Patti, Horacio Saggion
SemEval 2018 Task 2: Multilingual Emoji Prediction. SemEval@NAACL-HLT (2018)
Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra
Multimodal Deep Learning for Music Genre Classification. Trans. Int. Soc. Music. Inf. Retr. 1 (1) (2018)
Francesco Barbieri, José Camacho-Collados
How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter. *SEM@NAACL-HLT (2018)
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion
Multimodal Emoji Prediction. NAACL-HLT (2) (2018)
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion
Multimodal Emoji Prediction. CoRR (2018)
Francesco Ronzano, Francesco Barbieri, Endang Wahyu Pamungkas, Viviana Patti, Francesca Chiusaroli
Overview of the EVALITA 2018 Italian Emoji Prediction (ITAMoji) Task. EVALITA@CLiC-it (2018)
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados, Steven Schockaert, Horacio Saggion
Interpretable Emoji Prediction via Label-Wise Attention LSTMs. EMNLP (2018)
Francesco Barbieri, Luís Marujo, Pradeep Karuturi, William Brendel, Horacio Saggion
Exploring Emoji Usage and Prediction Through a Temporal Variation Lens. CoRR (2018)
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features. ISMIR (2017)
Francesco Barbieri, Miguel Ballesteros, Horacio Saggion
Are Emojis Predictable? EACL (2) (2017)
Francesco Barbieri, Luis Espinosa Anke, Miguel Ballesteros, Juan Soler Company, Horacio Saggion
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes. NUT@EMNLP (2017)
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep Features. CoRR (2017)
Francesco Barbieri, Miguel Ballesteros, Horacio Saggion
Are Emojis Predictable? CoRR (2017)
Francesco Barbieri
Shared Task on Stance and Gender Detection in Tweets on Catalan Independence - LaSTUS System Description. IberEval@SEPLN (2017)
Francesco Barbieri, Valerio Basile, Danilo Croce, Malvina Nissim, Nicole Novielli, Viviana Patti
Overview of the Evalita 2016 SENTIment POLarity Classification Task. CLiC-it/EVALITA (2016)
Francesco Barbieri, Luis Espinosa Anke, Horacio Saggion
Revealing Patterns of Twitter Emoji Usage in Barcelona and Madrid. CCIA (2016)
Francesco Barbieri, Germán Kruszewski, Francesco Ronzano, Horacio Saggion
How Cosmopolitan Are Emojis?: Exploring Emojis Usage and Meaning over Different Languages with Distributional Semantics. ACM Multimedia (2016)
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
What does this Emoji Mean? A Vector Space Skip-Gram Model for Twitter Emojis. LREC (2016)
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
UPF-taln: SemEval 2015 Tasks 10 and 11. Sentiment Analysis of Literal and Figurative Language in Twitter. SemEval@NAACL-HLT (2015)
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
Summarization and Information Extraction in your Tablet. Proces. del Leng. Natural 55 (2015)
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
Is this Tweet Satirical? A Computational Approach for Satire Detection in Spanish. Proces. del Leng. Natural 55 (2015)
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter. IJCAI (2015)
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
How Topic Biases Your Results? A Case Study of Sentiment Analysis and Irony Detection in Italian. RANLP (2015)
Iván Guerrero Román, Ben Verhoeven, Francesco Barbieri, Pedro Martins, Rafael Pérez y Pérez
TheRiddlerBot: A next step on the ladder towards creative Twitter bots. ICCC (2015)
Francesco Barbieri, Horacio Saggion
Modelling Irony in Twitter: Feature Analysis and Evaluation. LREC (2014)
Francesco Barbieri, Horacio Saggion
Modelling Irony in Twitter. EACL (2014)
Francesco Barbieri, Horacio Saggion
Automatic Detection of Irony and Humour in Twitter. ICCC (2014)
Francesco Barbieri, Horacio Saggion, Francesco Ronzano
Modelling Sarcasm in Twitter, a Novel Approach. WASSA@ACL (2014)