Francesco Barbieri

79 papers A* 7A 4B 7C 2Misc 1Journal 35Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks.
CoRR
William F. Shen, Xinchi Qiu, Chenxi Whitehouse, Lisa Alazraki, Shashwat Goel, Francesco Barbieri, Timon Willi, Akhil Mathur, Ilias Leontiadis
2025 J jnl
REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation.
CoRR
Dong-Ho Lee, Adyasha Maharana, Jay Pujara, Xiang Ren, Francesco Barbieri
2025 J jnl
Training AI Co-Scientists Using Rubric Rewards.
CoRR
Shashwat Goel, Rishi Hazra, Dulhan Jayalath, Timon Willi, Parag Jain, William F. Shen, Ilias Leontiadis, Francesco Barbieri, Yoram Bachrach, Jonas Geiping, Chenxi Whitehouse
2024 — conf
Evaluating Very Long-Term Conversational Memory of LLM Agents.
ACL (1)
Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit Bansal, Francesco Barbieri, Yuwei Fang
2024 J jnl
Evaluating Very Long-Term Conversational Memory of LLM Agents.
CoRR
Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit Bansal, Francesco Barbieri, Yuwei Fang
2024 — conf
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster.
ACL (Short Papers)
Agostina Calabrese, Leonardo Neves, Neil Shah, Maarten W. Bos, Björn Ross, Mirella Lapata, Francesco Barbieri
2024 J jnl
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster.
CoRR
Agostina Calabrese, Leonardo Neves, Neil Shah, Maarten W. Bos, Björn Ross, Mirella Lapata, Francesco Barbieri
2024 A* conf
General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study.
SIGIR
Qixiang Fang, Zhihan Zhou, Francesco Barbieri, Yozen Liu, Leonardo Neves, Dong Nguyen, Daniel L. Oberski, Maarten W. Bos, Ron Dotsch
2024 A* conf
Multilingual Topic Classification in X: Dataset and Analysis.
EMNLP
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, José Camacho-Collados
2024 J jnl
Multilingual Topic Classification in X: Dataset and Analysis.
CoRR
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, José Camacho-Collados
2024 — conf
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning.
ACL (1)
Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri
2024 J jnl
Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation.
CoRR
Dimosthenis Antypas, Indira Sen, Carla Pérez-Almendros, José Camacho-Collados, Francesco Barbieri
2024 J jnl
USE: Dynamic User Modeling with Stateful Sequence Models.
CoRR
Zhihan Zhou, Qixiang Fang, Leonardo Neves, Francesco Barbieri, Yozen Liu, Han Liu, Maarten W. Bos, Ron Dotsch
2023 J jnl
Context-Aware Prediction of User Engagement on Online Social Platforms.
CoRR
Heinrich Peters, Yozen Liu, Francesco Barbieri, Raiyan Abdul Baten, Sandra C. Matz, Maarten W. Bos
2023 J jnl
Designing and Evaluating General-Purpose User Representations Based on Behavioral Logs from a Measurement Process Perspective: A Case Study with Snapchat.
CoRR
Qixiang Fang, Zhihan Zhou, Francesco Barbieri, Yozen Liu, Leonardo Neves, Dong Nguyen, Daniel L. Oberski, Maarten W. Bos, Ron Dotsch
2023 — conf
Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter.
WebSci
Julie Jiang, Jesse Thomason, Francesco Barbieri, Emilio Ferrara
2023 J jnl
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning.
CoRR
Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri
2023 A conf
Predicting Future Location Categories of Users in a Large Social Platform.
ICWSM
Raiyan Abdul Baten, Yozen Liu, Heinrich Peters, Francesco Barbieri, Neil Shah, Leonardo Neves, Maarten W. Bos
2023 A* conf
Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers.
CHI
Julie Jiang, Ron Dotsch, Mireia Triguero Roura, Yozen Liu, Vítor Silva, Maarten W. Bos, Francesco Barbieri
2023 — conf
SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis.
SemEval@ACL
Jiaxin Pei, Vítor Silva, Maarten W. Bos, Yozen Liu, Leonardo Neves, David Jurgens, Francesco Barbieri
2023 — conf
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research.
EMNLP (Findings)
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados
2023 J jnl
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research.
CoRR
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados
2023 J jnl
Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter.
CoRR
Daniel Loureiro, Kiamehr Rezaee, Talayeh Riahi, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
2022 J jnl
Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter.
CoRR
Julie Jiang, Jesse Thomason, Francesco Barbieri, Emilio Ferrara
2022 — conf
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts.
AACL/IJCNLP (1)
Asahi Ushio, Francesco Barbieri, Vítor Silva, Leonardo Neves, José Camacho-Collados
2022 J jnl
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts.
CoRR
Asahi Ushio, Leonardo Neves, Vítor Silva, Francesco Barbieri, José Camacho-Collados
2022 J jnl
Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers.
CoRR
Julie Jiang, Ron Dotsch, Mireia Triguero Roura, Yozen Liu, Vítor Silva, Maarten W. Bos, Francesco Barbieri
2022 J jnl
SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis.
CoRR
Jiaxin Pei, Vítor Silva, Maarten W. Bos, Yozon Liu, Leonardo Neves, David Jurgens, Francesco Barbieri
2022 A* conf
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning.
CVPR
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
2022 J jnl
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning.
CoRR
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
2022 A conf
Sunshine with a Chance of Smiles: How Does Weather Impact Sentiment on Social Media?
ICWSM
Julie Jiang, Nils Murrugarra-Llerena, Maarten W. Bos, Yozen Liu, Neil Shah, Leonardo Neves, Francesco Barbieri
2022 B conf
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media.
COLING
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
2022 J jnl
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media.
CoRR
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
2022 — conf
TimeLMs: Diachronic Language Models from Twitter.
ACL (demo)
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
2022 J jnl
TimeLMs: Diachronic Language Models from Twitter.
CoRR
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
2022 J jnl
TweetNLP: Cutting-Edge Natural Language Processing for Social Media.
CoRR
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
2022 B conf
Twitter Topic Classification.
COLING
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Vítor Silva, Leonardo Neves, Francesco Barbieri
2022 J jnl
Twitter Topic Classification.
CoRR
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Leonardo Neves, Vítor Silva, Francesco Barbieri
2022 B conf
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond.
LREC
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados
2021 — conf
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning.
NAACL-HLT
Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren
2021 J jnl
Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges.
IEEE Trans. Affect. Comput.
Valerio Basile, Nicole Novielli, Danilo Croce, Francesco Barbieri, Malvina Nissim, Viviana Patti
2021 J jnl
XLM-T: A Multilingual Language Model Toolkit for Twitter.
CoRR
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados
2020 J jnl
Efficiently Mitigating Classification Bias via Transfer Learning.
CoRR
Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren
2020 A conf
Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision.
ICWSM
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
2020 B conf
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks.
COLING
Brihi Joshi, Neil Shah, Francesco Barbieri, Leonardo Neves
2020 J jnl
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks.
CoRR
Brihi Joshi, Neil Shah, Francesco Barbieri, Leonardo Neves
2020 — conf
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification.
EMNLP (Findings)
Francesco Barbieri, José Camacho-Collados, Luis Espinosa Anke, Leonardo Neves
2020 J jnl
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification.
CoRR
Francesco Barbieri, José Camacho-Collados, Leonardo Neves, Luis Espinosa Anke
2019 J jnl
Learning Cross-lingual Embeddings from Twitter via Distant Supervision.
CoRR
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
2019 B conf
Towards a Multimodal Time-Based Empathy Prediction System.
FG
Francesco Barbieri, Eric Guizzo, Federico Lucchesi, Giovanni Maffei, Fermín Moscoso del Prado Martín, Tillman Weyde
2018 J jnl
Exploring Emoji Usage and Prediction Through a Temporal Variation Lens.
CoRR
Francesco Barbieri, Luís Marujo, Pradeep Karuturi, William Brendel, Horacio Saggion
2018 — conf
How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter.
*SEM@NAACL-HLT
Francesco Barbieri, José Camacho-Collados
2018 A* conf
Interpretable Emoji Prediction via Label-Wise Attention LSTMs.
EMNLP
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados, Steven Schockaert, Horacio Saggion
2018 — —
Machine learning methods for understanding social media communication: modeling irony and emojis.
Francesco Barbieri
2018 J jnl
Multimodal Deep Learning for Music Genre Classification.
Trans. Int. Soc. Music. Inf. Retr.
Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra
2018 — conf
Multimodal Emoji Prediction.
NAACL-HLT (2)
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion
2018 J jnl
Multimodal Emoji Prediction.
CoRR
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion
2018 — conf
Overview of the EVALITA 2018 Italian Emoji Prediction (ITAMoji) Task.
EVALITA@CLiC-it
Francesco Ronzano, Francesco Barbieri, Endang Wahyu Pamungkas, Viviana Patti, Francesca Chiusaroli
2018 — conf
SemEval 2018 Task 2: Multilingual Emoji Prediction.
SemEval@NAACL-HLT
Francesco Barbieri, José Camacho-Collados, Francesco Ronzano, Luis Espinosa Anke, Miguel Ballesteros, Valerio Basile, Viviana Patti, Horacio Saggion
2017 — conf
Are Emojis Predictable?
EACL (2)
Francesco Barbieri, Miguel Ballesteros, Horacio Saggion
2017 J jnl
Are Emojis Predictable?
CoRR
Francesco Barbieri, Miguel Ballesteros, Horacio Saggion
2017 — conf
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features.
ISMIR
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
2017 J jnl
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep Features.
CoRR
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
2017 — conf
Shared Task on Stance and Gender Detection in Tweets on Catalan Independence - LaSTUS System Description.
IberEval@SEPLN
Francesco Barbieri
2017 — conf
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes.
NUT@EMNLP
Francesco Barbieri, Luis Espinosa Anke, Miguel Ballesteros, Juan Soler Company, Horacio Saggion
2016 A* conf
How Cosmopolitan Are Emojis?: Exploring Emojis Usage and Meaning over Different Languages with Distributional Semantics.
ACM Multimedia
Francesco Barbieri, Germán Kruszewski, Francesco Ronzano, Horacio Saggion
2016 — conf
Overview of the Evalita 2016 SENTIment POLarity Classification Task.
CLiC-it/EVALITA
Francesco Barbieri, Valerio Basile, Danilo Croce, Malvina Nissim, Nicole Novielli, Viviana Patti
2016 — conf
Revealing Patterns of Twitter Emoji Usage in Barcelona and Madrid.
CCIA
Francesco Barbieri, Luis Espinosa Anke, Horacio Saggion
2016 B conf
What does this Emoji Mean? A Vector Space Skip-Gram Model for Twitter Emojis.
LREC
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
2015 A* conf
Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter.
IJCAI
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
2015 Misc conf
How Topic Biases Your Results? A Case Study of Sentiment Analysis and Irony Detection in Italian.
RANLP
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
2015 J jnl
Is this Tweet Satirical? A Computational Approach for Satire Detection in Spanish.
Proces. del Leng. Natural
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
2015 J jnl
Summarization and Information Extraction in your Tablet.
Proces. del Leng. Natural
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
2015 C conf
TheRiddlerBot: A next step on the ladder towards creative Twitter bots.
ICCC
Iván Guerrero Román, Ben Verhoeven, Francesco Barbieri, Pedro Martins, Rafael Pérez y Pérez
2015 — conf
UPF-taln: SemEval 2015 Tasks 10 and 11. Sentiment Analysis of Literal and Figurative Language in Twitter.
SemEval@NAACL-HLT
Francesco Barbieri, Francesco Ronzano, Horacio Saggion
2014 C conf
Automatic Detection of Irony and Humour in Twitter.
ICCC
Francesco Barbieri, Horacio Saggion
2014 A conf
Modelling Irony in Twitter.
EACL
Francesco Barbieri, Horacio Saggion
2014 B conf
Modelling Irony in Twitter: Feature Analysis and Evaluation.
LREC
Francesco Barbieri, Horacio Saggion
2014 — conf
Modelling Sarcasm in Twitter, a Novel Approach.
WASSA@ACL
Francesco Barbieri, Horacio Saggion, Francesco Ronzano