A practical and linguistically-motivated approach to compositional distributional semantics. - Denis Paperno; Nghia The Pham; Marco Baroni (ACL (1), 2014)

Distributional Semantics in Use. - Raffaella Bernardi; Gemma Boleda; Raquel Fernández; Denis Paperno (LSDSem@EMNLP, 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 (*SEM@NAACL-HLT, 2015)

Deriving Boolean Structures from Distributional Vectors. - Germán Kruszewski; Denis Paperno; Marco Baroni (Trans. Assoc. Comput. Linguistics, 2015)

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 (ACL (1), 2016)

Human and Machine Judgements for Russian Semantic Relatedness. - Alexander Panchenko; Dmitry Ustalov; Nikolay Arefyev; Denis Paperno; Natalia Konstantinova; Natalia V. Loukachevitch; Chris Biemann (AIST, 2016)

Typology of Adjectives Benchmark for Compositional Distributional Models. - Daria Ryzhova; Maria Kyuseva; Denis Paperno (LREC, 2016)

Capturing Discriminative Attributes in a Distributional Space: Task Proposal. - Alicia Krebs; Denis Paperno (RepEval@ACL, 2016)

When Hyperparameters Help: Beneficial Parameter Combinations in Distributional Semantic Models. - Alicia Krebs; Denis Paperno (*SEM@ACL, 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 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)

Generalizing Representations of Lexical Semantic Relations. - Anupama Chingacham; Denis Paperno (CLiC-it, 2018)

Limitations in learning an interpreted language with recurrent models. - Denis Paperno (BlackboxNLP@EMNLP, 2018)

SemEval-2018 Task 10: Capturing Discriminative Attributes. - Alicia Krebs; Alessandro Lenci; Denis Paperno (SemEval@NAACL-HLT, 2018)

RUSSE: The First Workshop on Russian Semantic Similarity. - Alexander Panchenko; Natalia V. Loukachevitch; Dmitry Ustalov; Denis Paperno; Christian Meyer; Natalia Konstantinova (CoRR, 2018)

Choosing between Long and Short Word Forms in Mandarin. - Lin Li; Kees van Deemter; Denis Paperno; Jingyu Fan (INLG, 2019)

Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling. - Timothee Mickus; Denis Paperno; Mathieu Constant (CoRR, 2019)

What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. - Timothee Mickus; Denis Paperno; Mathieu Constant; Kees van Deemter (CoRR, 2019)

Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches. - Lin Li; Kees van Deemter; Denis Paperno (CNCL, 2020)

What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language. - Timothee Mickus; Timothée Bernard; Denis Paperno (COLING, 2020)

Geo-Aware Image Caption Generation. - Sofia Nikiforova; Tejaswini Deoskar; Denis Paperno; Yoad Winter (COLING, 2020)

Génération automatique de définitions pour le français (Definition Modeling in French). - Timothee Mickus; Mathieu Constant; Denis Paperno (JEP-TALN-RECITAL (2), 2020)

What Meaning-Form Correlation Has to Compose With. - Timothee Mickus; Timothée Bernard; Denis Paperno (CoRR, 2020)

A Game Interface to Study Semantic Grounding in Text-Based Models. - Timothee Mickus; Mathieu Constant; Denis Paperno (CoG, 2021)

Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. - Timothee Mickus; Kees van Deemter; Mathieu Constant; Denis Paperno (SemEval@NAACL, 2022)

On Learning Interpreted Languages with Recurrent Models. - Denis Paperno (Comput. Linguistics, 2022)

Generating image captions with external encyclopedic knowledge. - Sofia Nikiforova; Tejaswini Deoskar; Denis Paperno; Yoad Winter (CoRR, 2022)

Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering. - Shaomu Tan; Denis Paperno (CoRR, 2022)

How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. - Timothee Mickus; Denis Paperno; Mathieu Constant (Trans. Assoc. Comput. Linguistics, 2022)

Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding. - Timothee Mickus; Elaine Zosa; Denis Paperno (EMNLP (Findings), 2023)

Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations. - Lisa Bylinina; Denis Paperno; Alexey Tikhonov (*SEM@ACL, 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 (*SEM@ACL, 2023)

Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations. - Aleksey Tikhonov; Lisa Bylinina; Denis Paperno (CoRR, 2023)

The Scenario Refiner: Grounding subjects in images at the morphological level. - Claudia Tagliaferri; Sofia Axioti; Albert Gatt; Denis Paperno (CoRR, 2023)

Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning. - Yingjin Song; Denis Paperno; Albert Gatt (INLG, 2024)

Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? - Yingjin Song; Yupei Du; Denis Paperno; Albert Gatt (ACL (Findings), 2025)