Denis Paperno

According to our database, Denis Paperno authored at least 35 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning.

Yingjin Song, Denis Paperno, Albert Gatt

Proceedings of the 17th International Natural Language Generation Conference, 2024

2023

The Scenario Refiner: Grounding subjects in images at the morphological level.

Claudia Tagliaferri, Sofia Axioti, Albert Gatt, Denis Paperno

CoRR, 2023

Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations.

Aleksey Tikhonov, Lisa Bylinina, Denis Paperno

CoRR, 2023

Mann" is to "Donna asis to Reine Adapting the Analogy Task for Multilingual and Contextual Embeddings.

Timothee Mickus, Eduardo Calò, Léo Jacqmin, Denis Paperno, Mathieu Constant

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations.

Lisa Bylinina, Denis Paperno, Alexey Tikhonov

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding.

Timothee Mickus, Elaine Zosa, Denis Paperno

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

How to Dissect a Muppet: The Structure of Transformer Embedding Spaces.

Timothee Mickus, Denis Paperno, Mathieu Constant

Trans. Assoc. Comput. Linguistics, 2022

Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering.

Shaomu Tan, Denis Paperno

CoRR, 2022

Generating image captions with external encyclopedic knowledge.

Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter

CoRR, 2022

On Learning Interpreted Languages with Recurrent Models.

Denis Paperno

Comput. Linguistics, 2022

Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings.

Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

2021

A Game Interface to Study Semantic Grounding in Text-Based Models.

Timothee Mickus, Mathieu Constant, Denis Paperno

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020

What Meaning-Form Correlation Has to Compose With.

Timothee Mickus, Timothée Bernard, Denis Paperno

CoRR, 2020

Génération automatique de définitions pour le français (Definition Modeling in French).

Timothee Mickus, Mathieu Constant, Denis Paperno

Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Geo-Aware Image Caption Generation.

Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter

Proceedings of the 28th International Conference on Computational Linguistics, 2020

What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language.

Timothee Mickus, Timothée Bernard, Denis Paperno

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches.

Lin Li, Kees van Deemter, Denis Paperno

Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

2019

What do you mean, BERT? Assessing BERT as a Distributional Semantics Model.

Timothee Mickus, Denis Paperno, Mathieu Constant, Kees van Deemter

CoRR, 2019

Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling.

Timothee Mickus, Denis Paperno, Mathieu Constant

CoRR, 2019

Choosing between Long and Short Word Forms in Mandarin.

Lin Li, Kees van Deemter, Denis Paperno, Jingyu Fan

Proceedings of the 12th International Conference on Natural Language Generation, 2019

2018

RUSSE: The First Workshop on Russian Semantic Similarity.

Alexander Panchenko, Natalia V. Loukachevitch, Dmitry Ustalov, Denis Paperno, Christian Meyer, Natalia Konstantinova

CoRR, 2018

SemEval-2018 Task 10: Capturing Discriminative Attributes.

Alicia Krebs, Alessandro Lenci, Denis Paperno

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Limitations in learning an interpreted language with recurrent models.

Denis Paperno

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Generalizing Representations of Lexical Semantic Relations.

Anupama Chingacham, Denis Paperno

Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

2016

When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors.

Denis Paperno, Marco Baroni

Comput. Linguistics, 2016

There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics.

Germán Kruszewski, Denis Paperno, Raffaella Bernardi, Marco Baroni

Comput. Linguistics, 2016

When Hyperparameters Help: Beneficial Parameter Combinations in Distributional Semantic Models.

Alicia Krebs, Denis Paperno

Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

Capturing Discriminative Attributes in a Distributional Space: Task Proposal.

Alicia Krebs, Denis Paperno

Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Typology of Adjectives Benchmark for Compositional Distributional Models.

Daria Ryzhova, Maria Kyuseva, Denis Paperno

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Human and Machine Judgements for Russian Semantic Relatedness.

Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann

Proceedings of the Analysis of Images, Social Networks and Texts, 2016

The LAMBADA dataset: Word prediction requiring a broad discourse context.

Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Deriving Boolean Structures from Distributional Vectors.

Germán Kruszewski, Denis Paperno, Marco Baroni

Trans. Assoc. Comput. Linguistics, 2015

Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics.

Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni, Matthew M. Botvinick, Adele E. Goldberg

Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015

Distributional Semantics in Use.

Raffaella Bernardi, Gemma Boleda, Raquel Fernández, Denis Paperno

Proceedings of the First Workshop on Linking Computational Models of Lexical, 2015

2014

A practical and linguistically-motivated approach to compositional distributional semantics.

Denis Paperno, Nghia The Pham, Marco Baroni

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014