Marco Baroni
Affiliations:- University of Trento
According to our database1,
Marco Baroni
authored at least 135 papers
between 2002 and 2024.
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Bibliography
2024
MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models.
CoRR, 2024
2023
Nat., 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Unnatural language processing: How do language models handle machine-generated prompts?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Referential Communication in Heterogeneous Communities of Pre-trained Visual Deep Networks.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
2021
On the proper role of linguistically-oriented deep net analysis in linguistic theorizing.
CoRR, 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side).
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021
2020
Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality.
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text.
Trans. Assoc. Comput. Linguistics, 2019
Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game.
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018
Solar Decathlon ME18 competition as a "learning by doing" experience for students: The case of the team HAAB.
Proceedings of the 2018 IEEE Global Engineering Education Conference, 2018
What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks.
CoRR, 2017
Living a discrete life in a continuous world: Reference with distributed representations.
CoRR, 2017
Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces.
Cogn. Sci., 2017
Living a discrete life in a continuous world: Reference in cross-modal entity tracking.
Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
2016
Neural sensitivity to syllable frequency and mutual information in speech perception and production.
NeuroImage, 2016
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, 2016
Lang. Linguistics Compass, 2016
The red one!: On learning to refer to things based on their discriminative properties.
CoRR, 2016
When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors.
Comput. Linguistics, 2016
There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics.
Comput. Linguistics, 2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
From Visual Attributes to Adjectives through Decompositional Distributional Semantics.
Trans. Assoc. Comput. Linguistics, 2015
Trans. Assoc. Comput. Linguistics, 2015
Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text.
NeuroImage, 2015
CoRR, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics.
Comput. Linguistics, 2015
Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics.
Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
So similar and yet incompatible: Toward the automated identification of semantically compatible words.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis.
Proceedings of the Fourth Workshop on Vision and Language, 2015
2014
Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014
SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
A practical and linguistically-motivated approach to compositional distributional semantics.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Processing of speech and non-speech sounds in the supratemporal plane: Auditory input preference does not predict sensitivity to statistical structure.
NeuroImage, 2013
Intelligenza Artificiale, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 10th International Conference on Computational Semantics, 2013
Intensionality was only alleged: On adjective-noun composition in distributional semantics.
Proceedings of the 10th International Conference on Computational Semantics, 2013
Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
A relatedness benchmark to test the role of determiners in compositional distributional semantics.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
ACM Trans. Intell. Syst. Technol., 2012
Distributional semantics with eyes: using image analysis to improve computational representations of word meaning.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the 11th Conference on Natural Language Processing, 2012
Proceedings of the EACL 2012, 2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
2011
J. Assoc. Inf. Sci. Technol., 2011
A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics, 2011
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics, 2011
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics, 2011
2010
Comput. Linguistics, 2010
Cogn. Sci., 2010
BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the 2010 Workshop on Cognitive Modeling and Computational Linguistics, 2010
The Concept Game: Better Commonsense Knowledge Extraction by Combining Text Mining and a Game with a Purpose.
Proceedings of the Commonsense Knowledge, 2010
2009
The WaCky wide web: a collection of very large linguistically processed web-crawled corpora.
Lang. Resour. Evaluation, 2009
Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009
2008
Proceedings of the International Conference on Language Resources and Evaluation, 2008
2007
Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling.
Proceedings of the ACL 2007, 2007
2006
A New Approach to the Study of Translationese: Machine-learning the Difference between Original and Translated Text.
Lit. Linguistic Comput., 2006
Proceedings of the 11th Annual conference of the European Association for Machine Translation, 2006
Proceedings of the EACL 2006, 2006
Proceedings of the EACL 2006, 2006
2005
Appl. Artif. Intell., 2005
2004
Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
Using Cooccurrence Statistics and the Web to Discover Synonyms in a Technical Language.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
2002
Unsupervised discovery of morphologically related words based on orthographic and semantic similarity.
Proceedings of the ACL-02 Workshop on Morphological and Phonological Learning, 2002
Proceedings of the Computers Helping People with Special Needs, 2002
Predicting the Components of German Nominal Compounds.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System.
Proceedings of the 19th International Conference on Computational Linguistics, 2002