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2020 – today
- 2024
[j7]Marco Bronzini
, Carlo Nicolini, Bruno Lepri, Andrea Passerini, Jacopo Staiano:
Glitter or gold? Deriving structured insights from sustainability reports via large language models. EPJ Data Sci. 13(1): 41 (2024)- [c44]Burcu Sayin, Pasquale Minervini, Jacopo Staiano, Andrea Passerini:
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain. ClinicalNLP@NAACL 2024: 218-237 - [i34]Carlo Nicolini, Jacopo Staiano, Bruno Lepri, Raffaele Marino:
The Garden of Forking Paths: Observing Dynamic Parameters Distribution in Large Language Models. CoRR abs/2403.08739 (2024) - [i33]Burcu Sayin, Pasquale Minervini, Jacopo Staiano, Andrea Passerini:
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain. CoRR abs/2403.20288 (2024) - [i32]Marco Bronzini, Carlo Nicolini, Bruno Lepri, Jacopo Staiano, Andrea Passerini:
Unveiling LLMs: The Evolution of Latent Representations in a Temporal Knowledge Graph. CoRR abs/2404.03623 (2024) - [i31]Carlo Nicolini, Monisha Gopalan, Jacopo Staiano, Bruno Lepri:
Hopfield Networks for Asset Allocation. CoRR abs/2407.17645 (2024) - 2023
- [c43]Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano:
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. EACL 2023: 636-651 - [c42]Daniel Russo, Shane P. Kaszefski-Yaschuk, Jacopo Staiano, Marco Guerini:
Countering Misinformation via Emotional Response Generation. EMNLP 2023: 11476-11492 - [c41]Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. ACM Multimedia 2023: 9306-9312 - [i30]Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano:
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. CoRR abs/2301.11312 (2023) - [i29]Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. CoRR abs/2307.09416 (2023) - [i28]Marco Bronzini, Carlo Nicolini, Bruno Lepri, Andrea Passerini, Jacopo Staiano:
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models. CoRR abs/2310.05628 (2023) - [i27]Daniel Russo, Shane Peter Kaszefski-Yaschuk, Jacopo Staiano, Marco Guerini:
Countering Misinformation via Emotional Response Generation. CoRR abs/2311.10587 (2023) - 2022
- [j6]Oscar Araque, Lorenzo Gatti, Jacopo Staiano, Marco Guerini:
DepecheMood++: A Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques. IEEE Trans. Affect. Comput. 13(1): 496-507 (2022) - [c40]Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski:
Generative Cooperative Networks for Natural Language Generation. ICML 2022: 11891-11905 - [c39]Grégor Jouet, Clément Duhart, Jacopo Staiano, Francis Rousseaux, Cyril de Runz:
A Novel Gradient Accumulation Method for Calibration of Named Entity Recognition Models. IJCNN 2022: 1-8 - [c38]Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau:
Which Discriminator for Cooperative Text Generation? SIGIR 2022: 2360-2365 - [c37]Antoine Chaffin, Vincent Claveau, Ewa Kijak, Sylvain Lamprier, Benjamin Piwowarski, Thomas Scialom, Jacopo Staiano:
Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation). TALN-RECITAL 2022: 12-26 - [i26]Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski:
Generative Cooperative Networks for Natural Language Generation. CoRR abs/2201.12320 (2022) - [i25]Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau:
Which Discriminator for Cooperative Text Generation? CoRR abs/2204.11586 (2022) - 2021
- [c36]Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski:
Skim-Attention: Learning to Focus via Document Layout. EMNLP (Findings) 2021: 2413-2427 - [c35]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang, Patrick Gallinari:
QuestEval: Summarization Asks for Fact-based Evaluation. EMNLP (1) 2021: 6594-6604 - [c34]Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano:
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering. EMNLP (1) 2021: 7016-7030 - [c33]Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari:
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. EMNLP (1) 2021: 8029-8036 - [c32]Thomas Scialom, Paul-Alexis Dray, Jacopo Staiano, Sylvain Lamprier, Benjamin Piwowarski:
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. NeurIPS 2021: 26585-26597 - [i24]Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang:
SAFEval: Summarization Asks for Fact-based Evaluation. CoRR abs/2103.12693 (2021) - [i23]Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari:
Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation. CoRR abs/2104.07555 (2021) - [i22]Thomas Scialom, Louis Martin, Jacopo Staiano, Éric Villemonte de la Clergerie, Benoît Sagot:
Rethinking Automatic Evaluation in Sentence Simplification. CoRR abs/2104.07560 (2021) - [i21]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. CoRR abs/2106.06363 (2021) - [i20]Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski:
Skim-Attention: Learning to Focus via Document Layout. CoRR abs/2109.01078 (2021) - 2020
- [c31]Thomas Scialom, Jacopo Staiano:
Ask to Learn: A Study on Curiosity-driven Question Generation. COLING 2020: 2224-2235 - [c30]Thomas Scialom, Serra Sinem Tekiroglu, Jacopo Staiano, Marco Guerini:
Toward Stance-based Personas for Opinionated Dialogues. EMNLP (Findings) 2020: 2625-2635 - [c29]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
MLSUM: The Multilingual Summarization Corpus. EMNLP (1) 2020: 8051-8067 - [c28]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
Discriminative Adversarial Search for Abstractive Summarization. ICML 2020: 8555-8564 - [c27]Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari:
What BERT Sees: Cross-Modal Transfer for Visual Question Generation. INLG 2020: 327-337 - [c26]Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano:
Project PIAF: Building a Native French Question-Answering Dataset. LREC 2020: 5481-5490 - [c25]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
ColdGANs: Taming Language GANs with Cautious Sampling Strategies. NeurIPS 2020 - [i19]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
Discriminative Adversarial Search for Abstractive Summarization. CoRR abs/2002.10375 (2020) - [i18]Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari:
BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations. CoRR abs/2002.10832 (2020) - [i17]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
MLSUM: The Multilingual Summarization Corpus. CoRR abs/2004.14900 (2020) - [i16]Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
ColdGANs: Taming Language GANs with Cautious Sampling Strategies. CoRR abs/2006.04643 (2020) - [i15]Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano:
Project PIAF: Building a Native French Question-Answering Dataset. CoRR abs/2007.00968 (2020) - [i14]Thomas Scialom, Serra Sinem Tekiroglu, Jacopo Staiano, Marco Guerini:
Toward Stance-based Personas for Opinionated Dialogues. CoRR abs/2010.03369 (2020) - [i13]Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano:
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering. CoRR abs/2010.12643 (2020)
2010 – 2019
- 2019
- [c24]Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano:
Self-Attention Architectures for Answer-Agnostic Neural Question Generation. ACL (1) 2019: 6027-6032 - [c23]Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano:
Architecture basée sur les mécanismes d'attention: le cas de la génération de questions neuronales. CORIA 2019 - [c22]Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. EMNLP/IJCNLP (1) 2019: 3244-3254 - [i12]Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. CoRR abs/1909.01610 (2019) - [i11]Thomas Scialom, Jacopo Staiano:
Ask to Learn: A Study on Curiosity-driven Question Generation. CoRR abs/1911.03350 (2019) - 2018
- [i10]Oscar Araque, Lorenzo Gatti, Jacopo Staiano, Marco Guerini:
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques. CoRR abs/1810.03660 (2018) - 2017
- [c21]Youness Mansar, Lorenzo Gatti, Sira Ferradans, Marco Guerini, Jacopo Staiano:
Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines. SemEval@ACL 2017: 817-822 - [i9]Youness Mansar, Lorenzo Gatti, Sira Ferradans, Marco Guerini, Jacopo Staiano:
Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines. CoRR abs/1704.00939 (2017) - 2016
- [j5]Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Maria Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe:
SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1707-1720 (2016) - [j4]Bruno Lepri, Jacopo Staiano, Erez Shmueli, Fabio Pianesi, Alex Pentland:
The role of personality in shaping social networks and mediating behavioral change. User Model. User Adapt. Interact. 26(2-3): 143-175 (2016) - [c20]Ewelina Szczekocka, Justyna Gromada, Agata Filipowska, Piotr Jankowiak, Piotr Kaluzny, Arnaud Brun, Jean Michel Portugal, Jacopo Staiano:
Managing Personal Information: A Telco Perspective. ICIN 2016 - [c19]Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri:
The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. WWW 2016: 413-423 - [i8]Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri:
The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. CoRR abs/1603.04012 (2016) - [i7]Bruno Lepri, Jacopo Staiano, David Sangokoya, Emmanuel Letouzé, Nuria Oliver:
The Tyranny of Data? The Bright and Dark Sides of Data-Driven Decision-Making for Social Good. CoRR abs/1612.00323 (2016) - 2015
- [j3]Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Emmanuel Letouzé, Nuria Oliver, Fabio Pianesi, Alex Pentland:
Moves on the Street: Classifying Crime Hotspots Using Aggregated Anonymized Data on People Dynamics. Big Data 3(3): 148-158 (2015) - [c18]Marco Guerini, Jacopo Staiano:
Deep Feelings: A Massive Cross-Lingual Study on the Relation between Emotions and Virality. WWW (Companion Volume) 2015: 299-305 - [i6]Marco Guerini, Jacopo Staiano:
Deep Feelings: A Massive Cross-Lingual Study on the Relation between Emotions and Virality. CoRR abs/1503.04723 (2015) - [i5]Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Maria Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe:
SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. CoRR abs/1506.06882 (2015) - 2014
- [b1]Jacopo Staiano:
Mining human Behaviors: automated behavioral Analysis from small to big Data. University of Trento, Italy, 2014 - [c17]Jacopo Staiano, Marco Guerini:
Depeche Mood: a Lexicon for Emotion Analysis from Crowd Annotated News. ACL (2) 2014: 427-433 - [c16]Jacopo Staiano, Nuria Oliver, Bruno Lepri, Rodrigo de Oliveira, Michele Caraviello, Nicu Sebe:
Money walks: a human-centric study on the economics of personal mobile data. UbiComp 2014: 583-594 - [c15]Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Nuria Oliver, Fabio Pianesi, Alex Pentland:
Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. ICMI 2014: 427-434 - [i4]Jacopo Staiano, Marco Guerini:
DepecheMood: a Lexicon for Emotion Analysis from Crowd-Annotated News. CoRR abs/1405.1605 (2014) - [i3]Jacopo Staiano, Nuria Oliver, Bruno Lepri, Rodrigo de Oliveira, Michele Caraviello, Nicu Sebe:
Money Walks: A Human-Centric Study on the Economics of Personal Mobile Data. CoRR abs/1407.0566 (2014) - [i2]Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Nuria Oliver, Fabio Pianesi, Alex Pentland:
Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. CoRR abs/1409.2983 (2014) - 2013
- [c14]Mojtaba Khomami Abadi, Jacopo Staiano, Alessandro Cappelletti, Massimo Zancanaro, Nicu Sebe:
Multimodal Engagement Classification for Affective Cinema. ACII 2013: 411-416 - [c13]Subramanian Ramanathan, Yan Yan, Jacopo Staiano, Oswald Lanz, Nicu Sebe:
On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions. ICMI 2013: 3-10 - [c12]Marco Guerini, Jacopo Staiano, Davide Albanese:
Exploring Image Virality in Google Plus. SocialCom 2013: 671-678 - [c11]Stefano Teso, Jacopo Staiano, Bruno Lepri, Andrea Passerini, Fabio Pianesi:
Ego-centric Graphlets for Personality and Affective States Recognition. SocialCom 2013: 874-877 - [i1]Marco Guerini, Jacopo Staiano, Davide Albanese:
Exploring Image Virality in Google Plus. CoRR abs/1309.3908 (2013) - 2012
- [j2]Bruno Lepri, Subramanian Ramanathan, Kyriaki Kalimeri, Jacopo Staiano, Fabio Pianesi, Nicu Sebe:
Connecting Meeting Behavior with Extraversion - A Systematic Study. IEEE Trans. Affect. Comput. 3(4): 443-455 (2012) - [c10]Jacopo Staiano, María Menéndez, Alberto Battocchi, Antonella De Angeli, Nicu Sebe:
UX_Mate: from facial expressions to UX evaluation. Conference on Designing Interactive Systems 2012: 741-750 - [c9]Jacopo Staiano, Bruno Lepri, Nadav Aharony, Fabio Pianesi, Nicu Sebe, Alex Pentland:
Friends don't lie: inferring personality traits from social network structure. UbiComp 2012: 321-330 - [c8]Gloria Zen, Negar Rostamzadeh, Jacopo Staiano, Elisa Ricci, Nicu Sebe:
Enhanced semantic descriptors for functional scene categorization. ICPR 2012: 1985-1988 - [c7]Bruno Lepri, Jacopo Staiano, Giulio Rigato, Kyriaki Kalimeri, Ailbhe Finnerty, Fabio Pianesi, Nicu Sebe, Alex Pentland:
The SocioMetric Badges Corpus: A Multilevel Behavioral Dataset for Social Behavior in Complex Organizations. SocialCom/PASSAT 2012: 623-628 - 2011
- [j1]Hideo Joho, Jacopo Staiano, Nicu Sebe, Joemon M. Jose:
Looking at the viewer: analysing facial activity to detect personal highlights of multimedia contents. Multim. Tools Appl. 51(2): 505-523 (2011) - [c6]Jacopo Staiano, Bruno Lepri, Subramanian Ramanathan, Nicu Sebe, Fabio Pianesi:
Automatic modeling of personality states in small group interactions. ACM Multimedia 2011: 989-992 - [c5]Jacopo Staiano, Bruno Lepri, Kyriaki Kalimeri, Nicu Sebe, Fabio Pianesi:
Contextual Modeling of Personality States' Dynamics in Face-to-Face Interactions. SocialCom/PASSAT 2011: 896-899 - 2010
- [c4]Bruno Lepri, Subramanian Ramanathan, Kyriaki Kalimeri, Jacopo Staiano, Fabio Pianesi, Nicu Sebe:
Employing social gaze and speaking activity for automatic determination of the Extraversion trait. ICMI-MLMI 2010: 7:1-7:8 - [c3]Subramanian Ramanathan, Jacopo Staiano, Kyriaki Kalimeri, Nicu Sebe, Fabio Pianesi:
Putting the pieces together: multimodal analysis of social attention in meetings. ACM Multimedia 2010: 659-662
2000 – 2009
- 2009
- [c2]Roberto Valenti, Jacopo Staiano, Nicu Sebe, Theo Gevers:
Webcam-Based Visual Gaze Estimation. ICIAP 2009: 662-671 - 2006
- [c1]Graham McAllister, Jacopo Staiano, Wai Yu:
Creating Accessible Bitmapped Graphs for the Internet. HAID 2006: 92-101
Coauthor Index
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