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ORCIDRaffaella Bernardi
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- affiliation: University of Trento, Italy
- affiliation (former): Free University of Bozen-Bolzano, Italy
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2020 – today
- 2024
[c58]Davide Mazzaccara, Alberto Testoni, Raffaella Bernardi:
Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain. EMNLP (Findings) 2024: 5064-5074- [c57]Leonardo Bertolazzi, Albert Gatt, Raffaella Bernardi:
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences. EMNLP 2024: 13882-13905 - [e5]Alexandra Pavlova
, Mina Young Pedersen, Raffaella Bernardi:
Selected Reflections in Language, Logic, and Information - ESSLLI 2019, ESSLLI 2020 and ESSLLI 2021 Student Sessions, Selected Papers. Lecture Notes in Computer Science 14354, Springer 2024, ISBN 978-3-031-50627-7 [contents] - [i19]Leonardo Bertolazzi, Albert Gatt, Raffaella Bernardi:
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences. CoRR abs/2406.11341 (2024) - [i18]Davide Mazzaccara, Alberto Testoni, Raffaella Bernardi:
Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain. CoRR abs/2406.17453 (2024) - [i17]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 abs/2406.18403 (2024) - 2023
- [j14]Alberto Testoni, Raffaella Bernardi, Azzurra Ruggeri:
The Efficiency of Question-Asking Strategies in a Real-World Visual Search Task. Cogn. Sci. 47(12) (2023) - [j13]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) - [c56]Olga Loginova, Raffaella Bernardi:
The Inherence of Telicity: Unveiling Temporal Reasoning in Video Question Answering. CLiC-it 2023 - [c55]Leonardo Bertolazzi, Davide Mazzaccara, Filippo Merlo, Raffaella Bernardi:
ChatGPT's Information Seeking Strategy: Insights from the 20-Questions Game. INLG 2023: 153-162 - 2022
- [c54]Alex J. Lucassen, Alberto Testoni, Raffaella Bernardi:
Probability Distributions as a Litmus Test to Inspect NNs Grounding Skills. NL4AI@AI*IA 2022: 108-126 - [c53]Michael Hanna, Federico Pedeni, Alessandro Suglia, Alberto Testoni, Raffaella Bernardi:
ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments. COLING 2022: 5597-5612 - 2021
- [j12]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: 736709 (2021) - [j11]Raffaella Bernardi, Sandro Pezzelle:
Linguistic issues behind visual question answering. Lang. Linguistics Compass 15(6) (2021) - [c52]Alberto Testoni, Raffaella Bernardi:
"I've Seen Things You People Wouldn't Believe": Hallucinating Entities in GuessWhat?! ACL (student) 2021: 101-111 - [c51]Alberto Testoni, Raffaella Bernardi:
The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. EACL 2021: 2071-2082 - [c50]Alberto Testoni, Raffaella Bernardi:
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy. EMNLP (1) 2021: 9330-9338 - [i16]Alberto Testoni, Raffaella Bernardi:
Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training. CoRR abs/2103.11145 (2021) - [i15]Alberto Testoni, Raffaella Bernardi:
The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. CoRR abs/2103.11151 (2021) - [i14]Alberto Testoni, Raffaella Bernardi:
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy. CoRR abs/2109.05312 (2021) - 2020
- [c49]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: 29-43 - [c48]Claudio Greco, Alberto Testoni, Raffaella Bernardi:
Grounding Dialogue History: Strengths and Weaknesses of Pre-trained Transformers. AI*IA 2020: 263-279 - [c47]Eleonora Gualdoni, Raffaella Bernardi, Raquel Fernández, Sandro Pezzelle:
Grounded and Ungrounded Referring Expressions in Human Dialogues: Language Mirrors Different Grounding Conditions. CLiC-it 2020 - [c46]Alberto Testoni, Raffaella Bernardi:
Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training. CLiC-it 2020 - [c45]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: 2751-2767
2010 – 2019
- 2019
- [j10]Ondrej Bojar, Raffaella Bernardi, Bonnie Nash-Webber:
Representation of sentence meaning (A JNLE Special Issue). Nat. Lang. Eng. 25(4): 427-432 (2019) - [c44]Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi:
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering. ACL (1) 2019: 3601-3605 - [c43]Ravi Shekhar, Alberto Testoni, Raquel Fernández, Raffaella Bernardi:
Jointly Learning to See, Ask, Decide when to Stop, and then GuessWhat. CLiC-it 2019 - [c42]Ravi Shekhar, Ece Takmaz, Raquel Fernández, Raffaella Bernardi:
Evaluating the Representational Hub of Language and Vision Models. IWCS (1) 2019: 211-222 - [c41]Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi:
Measuring Catastrophic Forgetting in Visual Question Answering. IWSDS 2019: 381-387 - [c40]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: 2578-2587 - [e4]Raffaella Bernardi, Roberto Navigli, Giovanni Semeraro:
Proceedings of the Sixth Italian Conference on Computational Linguistics, Bari, Italy, November 13-15, 2019. CEUR Workshop Proceedings 2481, CEUR-WS.org 2019 [contents] - [e3]Raffaella Bernardi, Greg Kobele, Sylvain Pogodalla:
Formal Grammar - 24th International Conference, FG 2019, Riga, Latvia, August 11, 2019, Proceedings. Lecture Notes in Computer Science 11668, Springer 2019, ISBN 978-3-662-59647-0 [contents] - [i13]Ravi Shekhar, Ece Takmaz, Raquel Fernández, Raffaella Bernardi:
Evaluating the Representational Hub of Language and Vision Models. CoRR abs/1904.06038 (2019) - [i12]Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi:
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering. CoRR abs/1906.04229 (2019) - 2018
- [c39]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: 114-119 - [c38]Laura Aina, Raffaella Bernardi, Raquel Fernández:
A Distributional Study of Negated Adjectives and Antonyms. CLiC-it 2018 - [c37]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: 1218-1233 - [c36]Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt:
Grounded Textual Entailment. COLING 2018: 2354-2368 - [c35]Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi:
Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision. NAACL-HLT 2018: 419-430 - [i11]Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi:
Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision. CoRR abs/1804.05018 (2018) - [i10]Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández:
Ask No More: Deciding when to guess in referential visual dialogue. CoRR abs/1805.06960 (2018) - [i9]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 abs/1806.00354 (2018) - [i8]Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt:
Grounded Textual Entailment. CoRR abs/1806.05645 (2018) - [i7]Aashish Venkatesh, Ravi Shekhar, Tim Baumgärtner, Elia Bruni, Raffaella Bernardi, Raquel Fernández:
Jointly Learning to See, Ask, and GuessWhat. CoRR abs/1809.03408 (2018) - 2017
- [c34]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: 255-265 - [c33]Sandro Pezzelle, Marco Marelli, Raffaella Bernardi:
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. EACL (2) 2017: 337-342 - [c32]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: 4970-4974 - [c31]Ravi Shekhar, Sandro Pezzelle, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi:
Vision and Language Integration: Moving beyond Objects. IWCS(2) 2017 - [c30]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 - [i6]Sandro Pezzelle, Marco Marelli, Raffaella Bernardi:
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. CoRR abs/1702.05270 (2017) - [i5]Ionut Sorodoc, Sandro Pezzelle, Aurélie Herbelot, Mariella Dimiccoli, Raffaella Bernardi:
Pay Attention to Those Sets! Learning Quantification from Images. CoRR abs/1704.02923 (2017) - [i4]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 abs/1705.01359 (2017) - 2016
- [j9]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): 637-660 (2016) - [j8]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: 409-442 (2016) - [j7]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): 95-124 (2016) - [c29]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 - [c28]Sandro Pezzelle, Ravi Shekhar, Raffaella Bernardi:
Building a Bagpipe with a Bag and a Pipe: Exploring Conceptual Combination in Vision. VL@ACL 2016 - [c27]Ionut Sorodoc, Angeliki Lazaridou, Gemma Boleda, Aurélie Herbelot, Sandro Pezzelle, Raffaella Bernardi:
"Look, some Green Circles!": Learning to Quantify from Images. VL@ACL 2016 - [c26]Sandro Pezzelle, Ionut Sorodoc, Aurélie Herbelot, Raffaella Bernardi:
Imparare a Quantificare Guardando (Learning to Quantify by Watching). CLiC-it/EVALITA 2016 - [i3]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 abs/1601.03896 (2016) - [i2]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 abs/1606.06031 (2016) - 2015
- [c25]Raffaella Bernardi, Gemma Boleda, Raquel Fernández, Denis Paperno:
Distributional Semantics in Use. LSDSem@EMNLP 2015: 95-101 - [i1]Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni:
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation. CoRR abs/1506.03500 (2015) - 2014
- [c24]Dieu-Thu Le, Jasper R. R. Uijlings, Raffaella Bernardi:
TUHOI: Trento Universal Human Object Interaction Dataset. VL@COLING 2014: 17-24 - [c23]Dat Tien Nguyen, Angeliki Lazaridou, Raffaella Bernardi:
Coloring Objects: Adjective-Noun Visual Semantic Compositionality. VL@COLING 2014: 112-114 - [c22]Raffaella Bernardi:
Distributional Semantics: A Montagovian View. Categories and Types in Logic, Language, and Physics 2014: 63-89 - [c21]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: 216-223 - [c20]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: 1-8 - [e2]Alexandre Allauzen, Raffaella Bernardi, Edward Grefenstette, Hugo Larochelle, Christopher D. Manning, Scott Wen-tau Yih:
Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality, CVSC@EACL 2014, Gothenburg, Sweden, April 26-30, 2014. Association for Computational Linguistics 2014, ISBN 978-1-937284-94-7 [contents] - 2013
- [c19]Raffaella Bernardi, Georgiana Dinu, Marco Marelli, Marco Baroni:
A relatedness benchmark to test the role of determiners in compositional distributional semantics. ACL (2) 2013: 53-57 - [c18]Dieu-Thu Le, Jasper R. R. Uijlings, Raffaella Bernardi:
Exploiting Language Models for Visual Recognition. EMNLP 2013: 769-779 - [c17]Dieu-Thu Le, Raffaella Bernardi, Jasper R. R. Uijlings:
Exploiting language models to recognize unseen actions. ICMR 2013: 231-238 - [c16]Paramita Mirza, Raffaella Bernardi:
CCG Categories for Distributional Semantic Models. RANLP 2013: 467-474 - 2012
- [c15]Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, Chung-chieh Shan:
Entailment above the word level in distributional semantics. EACL 2012: 23-32 - 2011
- [e1]Raffaella Bernardi, Sally Chambers, Björn Gottfried, Frédérique Segond, Ilya Zaihrayeu:
Advanced Language Technologies for Digital Libraries - International Workshops on NLP4DL 2009, Viareggio, Italy, June 15, 2009 and AT4DL 2009, Trento, Italy, September 8, 2009. Lecture Notes in Computer Science 6699, Springer 2011, ISBN 978-3-642-23159-9 [contents] - 2010
- [j6]Raffaella Bernardi, Michael Moortgat:
Continuation semantics for the Lambek-Grishin calculus. Inf. Comput. 208(5): 397-416 (2010) - [c14]Raffaella Bernardi, Manuel Kirschner, Zorana Ratkovic:
Context Fusion: The Role of Discourse Structure and Centering Theory. LREC 2010 - [c13]Manuel Kirschner, Raffaella Bernardi:
Towards an Empirically Motivated Typology of Follow-Up Questions: The Role of Dialogue Context. SIGDIAL Conference 2010: 322-331
2000 – 2009
- 2009
- [c12]Manuel Kirschner, Raffaella Bernardi, Marco Baroni, Le Thanh Dinh:
Analyzing Interactive QA Dialogues Using Logistic Regression Models. AI*IA 2009: 334-344 - [c11]Raffaella Bernardi, Dieu-Thu Le:
Metadata Enrichment via Topic Models for Author Name Disambiguation. NLP4DL/AT4DL 2009: 92-113 - [c10]Manuel Kirschner, Raffaella Bernardi:
Exploring Topic Continuation Follow-up Questions using Machine Learning. HLT-NAACL (Student Research Workshop and Doctoral Consortium) 2009: 13-18 - 2008
- [j5]Raffaella Bernardi, Anna Szabolcsi:
Optionality, Scope, and Licensing: An Application of Partially Ordered Categories. J. Log. Lang. Inf. 17(3): 237-283 (2008) - 2007
- [j4]Raffaella Bernardi, Bonnie L. Webber:
Questions and Answers: Theoretical and Applied Perspectives. J. Appl. Log. 5(1): 1-2 (2007) - [c9]Raffaella Bernardi, Francesca Bonin, Diego Calvanese, Domenico Carbotta, Camilo Thorne:
English Querying over Ontologies: E-QuOnto. AI*IA 2007: 170-181 - [c8]Raffaella Bernardi, Diego Calvanese, Camilo Thorne:
Expressing DL-Lite Ontologies with Controlled English. Description Logics 2007 - [c7]Manuel Kirschner, Raffaella Bernardi:
An Empirical View on IQA Follow-up Questions. SIGdial 2007: 43-46 - [c6]Raffaella Bernardi, Michael Moortgat:
Continuation Semantics for Symmetric Categorial Grammar. WoLLIC 2007: 53-71 - 2006
- [c5]Raffaella Bernardi, Andrea Bolognesi, Corrado Seidenari, Fabio Tamburini:
POS tagset design for Italian. LREC 2006: 1396-1401 - [c4]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: 2287-2290 - 2005
- [c3]Raffaella Bernardi, Andrea Bolognesi, Corrado Seidenari, Fabio Tamburini:
Automatic Induction of a POS Tagset for Italian. ALTA 2005: 176-183 - 2004
- [j3]Carlos Areces, Raffaella Bernardi:
Analyzing the Core of Categorial Grammar. J. Log. Lang. Inf. 13(2): 121-137 (2004) - [j2]Raffaella Bernardi:
The Syntactic Process: Language, Speech, and Communication, Mark Steedman. J. Log. Lang. Inf. 13(4): 526-530 (2004) - 2003
- [j1]Raffaella Bernardi, Richard Moot:
Generalized Quantifiers in Declarative and Interrogative Sentences. Log. J. IGPL 11(4): 419-434 (2003) - 2001
- [c2]Carlos Areces, Raffaella Bernardi, Michael Moortgat:
Galois Connections in Categorial Type Logic. FGMOL 2001: 3-20 - 2000
- [c1]Raffaella Bernardi:
Deriving polarity effects. TAG+ 2000: 229-232
Coauthor Index
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