Raffaella Bernardi

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 57

Top Topics

Referring Expressions

Question Answering

Textual Entailment

Top Venues

Publications

Davide Mazzaccara, Alberto Testoni, Raffaella Bernardi
Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain. CoRR (2024)
Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernández, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, André F. T. Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K. Surikuchi, Ece Takmaz, Alberto Testoni
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. CoRR (2024)
Leonardo Bertolazzi, Albert Gatt, Raffaella Bernardi
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences. CoRR (2024)
Olga Loginova, Raffaella Bernardi
The Inherence of Telicity: Unveiling Temporal Reasoning in Video Question Answering. CLiC-it (2023)
Alberto Testoni, Raffaella Bernardi, Azzurra Ruggeri
The Efficiency of Question-Asking Strategies in a Real-World Visual Search Task. Cogn. Sci. 47 (12) (2023)
Claudio Greco, Diksha Bagade, Dieu-Thu Le, Raffaella Bernardi
She adapts to her student: An expert pragmatic speaker tailoring her referring expressions to the Layman listener. Frontiers Artif. Intell. 6 (2023)
Leonardo Bertolazzi, Davide Mazzaccara, Filippo Merlo, Raffaella Bernardi
ChatGPT's Information Seeking Strategy: Insights from the 20-Questions Game. INLG (2023)
Alex J. Lucassen, Alberto Testoni, Raffaella Bernardi
Probability Distributions as a Litmus Test to Inspect NNs Grounding Skills. NL4AI@AI*IA (2022)
Michael Hanna, Federico Pedeni, Alessandro Suglia, Alberto Testoni, Raffaella Bernardi
ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments. COLING (2022)
Alberto Testoni, Raffaella Bernardi
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy. EMNLP (1) (2021)
Raffaella Bernardi, Sandro Pezzelle
Linguistic issues behind visual question answering. Lang. Linguistics Compass 15 (6) (2021)
Alberto Testoni, Raffaella Bernardi
The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. CoRR (2021)
Alberto Testoni, Raffaella Bernardi
"I've Seen Things You People Wouldn't Believe": Hallucinating Entities in GuessWhat?! ACL (student) (2021)
Alberto Testoni, Claudio Greco, Raffaella Bernardi
Artificial Intelligence Models Do Not Ground Negation, Humans Do. GuessWhat?! Dialogues as a Case Study. Frontiers Big Data 4 (2021)
Alberto Testoni, Raffaella Bernardi
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy. CoRR (2021)
Alberto Testoni, Raffaella Bernardi
Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training. CoRR (2021)
Alberto Testoni, Raffaella Bernardi
The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. EACL (2021)
Sandro Pezzelle, Claudio Greco, Greta Gandolfi, Eleonora Gualdoni, Raffaella Bernardi
Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision. EMNLP (Findings) (2020)
Claudio Greco, Alberto Testoni, Raffaella Bernardi
Grounding Dialogue History: Strengths and Weaknesses of Pre-trained Transformers. AI*IA (2020)
Eleonora Gualdoni, Raffaella Bernardi, Raquel Fernández, Sandro Pezzelle
Grounded and Ungrounded Referring Expressions in Human Dialogues: Language Mirrors Different Grounding Conditions. CLiC-it (2020)
Alberto Testoni, Raffaella Bernardi
Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training. CLiC-it (2020)
Claudio Greco, Alberto Testoni, Raffaella Bernardi
Which Turn do Neural Models Exploit the Most to Solve GuessWhat? Diving into the Dialogue History Encoding in Transformers and LSTMs. NL4AI@AI*IA (2020)
Ravi Shekhar, Ece Takmaz, Raquel Fernández, Raffaella Bernardi
Evaluating the Representational Hub of Language and Vision Models. IWCS (1) (2019)
Ravi Shekhar, Alberto Testoni, Raquel Fernández, Raffaella Bernardi
Jointly Learning to See, Ask, Decide when to Stop, and then GuessWhat. CLiC-it (2019)
Ondrej Bojar, Raffaella Bernardi, Bonnie Nash-Webber
Representation of sentence meaning (A JNLE Special Issue). Nat. Lang. Eng. 25 (4) (2019)
Ravi Shekhar, Ece Takmaz, Raquel Fernández, Raffaella Bernardi
Evaluating the Representational Hub of Language and Vision Models. CoRR (2019)
Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering. ACL (1) (2019)
Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering. CoRR (2019)
Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi
Measuring Catastrophic Forgetting in Visual Question Answering. IWSDS (2019)
Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Barbara Plank, Raffaella Bernardi, Raquel Fernández
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat. NAACL-HLT (1) (2019)
Aashish Venkatesh, Ravi Shekhar, Tim Baumgärtner, Elia Bruni, Raffaella Bernardi, Raquel Fernández
Jointly Learning to See, Ask, and GuessWhat. CoRR (2018)
Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
Grounded Textual Entailment. COLING (2018)
Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
Grounded Textual Entailment. CoRR (2018)
Sandro Pezzelle, Shane Steinert-Threlkeld, Raffaella Bernardi, Jakub Szymanik
Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers. ACL (2) (2018)
Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández
Ask No More: Deciding when to guess in referential visual dialogue. CoRR (2018)
Sandro Pezzelle, Shane Steinert-Threlkeld, Raffaella Bernardi, Jakub Szymanik
Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers. CoRR (2018)
Laura Aina, Raffaella Bernardi, Raquel Fernández
A Distributional Study of Negated Adjectives and Antonyms. CLiC-it (2018)
Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi
Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision. NAACL-HLT (2018)
Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández
Ask No More: Deciding when to guess in referential visual dialogue. COLING (2018)
Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi
Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision. CoRR (2018)
Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi
FOIL it! Find One mismatch between Image and Language caption. ACL (1) (2017)
David Addison Smith, Sandro Pezzelle, Francesca Franzon, Chiara Zanini, Raffaella Bernardi
Can You See the (Linguistic) Difference? Exploring Mass/Count Distinction in Vision. IWCS(2) (2017)
Ravi Shekhar, Sandro Pezzelle, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi
Vision and Language Integration: Moving beyond Objects. IWCS(2) (2017)
Ionut Sorodoc, Sandro Pezzelle, Aurélie Herbelot, Mariella Dimiccoli, Raffaella Bernardi
Pay Attention to Those Sets! Learning Quantification from Images. CoRR (2017)
Sandro Pezzelle, Marco Marelli, Raffaella Bernardi
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. CoRR (2017)
Sandro Pezzelle, Marco Marelli, Raffaella Bernardi
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. EACL (2) (2017)
Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). IJCAI (2017)
Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi
FOIL it! Find One mismatch between Image and Language caption. CoRR (2017)
Germán Kruszewski, Denis Paperno, Raffaella Bernardi, Marco Baroni
There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics. Comput. Linguistics 42 (4) (2016)
Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández
The LAMBADA dataset: Word prediction requiring a broad discourse context. CoRR (2016)
Sandro Pezzelle, Ravi Shekhar, Raffaella Bernardi
Building a Bagpipe with a Bag and a Pipe: Exploring Conceptual Combination in Vision. VL@ACL (2016)
Ionut Sorodoc, Angeliki Lazaridou, Gemma Boleda, Aurélie Herbelot, Sandro Pezzelle, Raffaella Bernardi
"Look, some Green Circles!": Learning to Quantify from Images. VL@ACL (2016)
Sandro Pezzelle, Ionut Sorodoc, Aurélie Herbelot, Raffaella Bernardi
Imparare a Quantificare Guardando (Learning to Quantify by Watching). CLiC-it/EVALITA (2016)
Luisa Bentivogli, Raffaella Bernardi, Marco Marelli, Stefano Menini, Marco Baroni, Roberto Zamparelli
SICK through the SemEval glasses. Lesson learned from the evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment. Lang. Resour. Evaluation 50 (1) (2016)
Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. CoRR (2016)
Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. J. Artif. Intell. Res. 55 (2016)
Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández
The LAMBADA dataset: Word prediction requiring a broad discourse context. ACL (1) (2016)
Raffaella Bernardi, Gemma Boleda, Raquel Fernández, Denis Paperno
Distributional Semantics in Use. LSDSem@EMNLP (2015)
Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation. CoRR (2015)
Marco Marelli, Luisa Bentivogli, Marco Baroni, Raffaella Bernardi, Stefano Menini, Roberto Zamparelli
SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment. SemEval@COLING (2014)
Dat Tien Nguyen, Angeliki Lazaridou, Raffaella Bernardi
Coloring Objects: Adjective-Noun Visual Semantic Compositionality. VL@COLING (2014)
Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, Roberto Zamparelli
A SICK cure for the evaluation of compositional distributional semantic models. LREC (2014)
Dieu-Thu Le, Jasper R. R. Uijlings, Raffaella Bernardi
TUHOI: Trento Universal Human Object Interaction Dataset. VL@COLING (2014)
Raffaella Bernardi
Distributional Semantics: A Montagovian View. Categories and Types in Logic, Language, and Physics (2014)
Dieu-Thu Le, Raffaella Bernardi, Jasper R. R. Uijlings
Exploiting language models to recognize unseen actions. ICMR (2013)
Paramita Mirza, Raffaella Bernardi
CCG Categories for Distributional Semantic Models. RANLP (2013)
Dieu-Thu Le, Jasper R. R. Uijlings, Raffaella Bernardi
Exploiting Language Models for Visual Recognition. EMNLP (2013)
Raffaella Bernardi, Georgiana Dinu, Marco Marelli, Marco Baroni
A relatedness benchmark to test the role of determiners in compositional distributional semantics. ACL (2) (2013)
Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, Chung-chieh Shan
Entailment above the word level in distributional semantics. EACL (2012)
Manuel Kirschner, Raffaella Bernardi
Towards an Empirically Motivated Typology of Follow-Up Questions: The Role of Dialogue Context. SIGDIAL Conference (2010)
Raffaella Bernardi, Michael Moortgat
Continuation semantics for the Lambek-Grishin calculus. Inf. Comput. 208 (5) (2010)
Raffaella Bernardi, Manuel Kirschner, Zorana Ratkovic
Context Fusion: The Role of Discourse Structure and Centering Theory. LREC (2010)
Manuel Kirschner, Raffaella Bernardi
Exploring Topic Continuation Follow-up Questions using Machine Learning. HLT-NAACL (Student Research Workshop and Doctoral Consortium) (2009)
Raffaella Bernardi, Dieu-Thu Le
Metadata Enrichment via Topic Models for Author Name Disambiguation. NLP4DL/AT4DL (2009)
Manuel Kirschner, Raffaella Bernardi, Marco Baroni, Le Thanh Dinh
Analyzing Interactive QA Dialogues Using Logistic Regression Models. AI*IA (2009)
Raffaella Bernardi, Anna Szabolcsi
Optionality, Scope, and Licensing: An Application of Partially Ordered Categories. J. Log. Lang. Inf. 17 (3) (2008)
Raffaella Bernardi, Michael Moortgat
Continuation Semantics for Symmetric Categorial Grammar. WoLLIC (2007)
Raffaella Bernardi, Diego Calvanese, Camilo Thorne
Expressing DL-Lite Ontologies with Controlled English. Description Logics (2007)
Raffaella Bernardi, Bonnie L. Webber
Questions and Answers: Theoretical and Applied Perspectives. J. Appl. Log. 5 (1) (2007)
Raffaella Bernardi, Francesca Bonin, Diego Calvanese, Domenico Carbotta, Camilo Thorne
English Querying over Ontologies: E-QuOnto. AI*IA (2007)
Manuel Kirschner, Raffaella Bernardi
An Empirical View on IQA Follow-up Questions. SIGdial (2007)
Raffaella Bernardi, Diego Calvanese, Luca Dini, Vittorio Di Tomaso, Elisabeth Frasnelli, Ulrike Kugler, Barbara Plank
Multilingual Search in Libraries. The case-study of the Free University of Bozen-Bolzano. LREC (2006)
Raffaella Bernardi, Andrea Bolognesi, Corrado Seidenari, Fabio Tamburini
POS tagset design for Italian. LREC (2006)
Raffaella Bernardi, Andrea Bolognesi, Corrado Seidenari, Fabio Tamburini
Automatic Induction of a POS Tagset for Italian. ALTA (2005)
Raffaella Bernardi
The Syntactic Process: Language, Speech, and Communication, Mark Steedman. J. Log. Lang. Inf. 13 (4) (2004)
Carlos Areces, Raffaella Bernardi
Analyzing the Core of Categorial Grammar. J. Log. Lang. Inf. 13 (2) (2004)
Raffaella Bernardi, Richard Moot
Generalized Quantifiers in Declarative and Interrogative Sentences. Log. J. IGPL 11 (4) (2003)
Carlos Areces, Raffaella Bernardi, Michael Moortgat
Galois Connections in Categorial Type Logic. Electron. Notes Theor. Comput. Sci. 53 (2001)
Raffaella Bernardi
Deriving polarity effects. TAG+ (2000)