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2020 – today
- 2024
[c22]Yingjin Song, Denis Paperno, Albert Gatt:
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning. INLG 2024: 384-401- [i16]Yingjin Song, Denis Paperno, Albert Gatt:
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning. CoRR abs/2408.06259 (2024) - 2023
- [c21]Timothee Mickus
, Elaine Zosa, Denis Paperno:
Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding. EMNLP (Findings) 2023: 11031-11042 - [c20]Lisa Bylinina, Denis Paperno, Alexey Tikhonov:
Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations. *SEM@ACL 2023: 11-17 - [c19]Timothee Mickus, Eduardo Calò, Léo Jacqmin, Denis Paperno, Mathieu Constant:
Mann" is to "Donna asis to Reine Adapting the Analogy Task for Multilingual and Contextual Embeddings. *SEM@ACL 2023: 270-283 - [i15]Aleksey Tikhonov, Lisa Bylinina, Denis Paperno:
Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations. CoRR abs/2306.02348 (2023) - [i14]Claudia Tagliaferri, Sofia Axioti, Albert Gatt, Denis Paperno:
The Scenario Refiner: Grounding subjects in images at the morphological level. CoRR abs/2309.11252 (2023) - [i13]Timothee Mickus, Elaine Zosa, Denis Paperno:
Grounded and Well-rounded: A Methodological Approach to the Study of Cross-modal and Cross-lingual Grounding. CoRR abs/2310.11938 (2023) - 2022
- [j5]Denis Paperno:
On Learning Interpreted Languages with Recurrent Models. Comput. Linguistics 48(2): 471-482 (2022) - [j4]Timothee Mickus, Denis Paperno, Mathieu Constant:
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. Trans. Assoc. Comput. Linguistics 10: 981-996 (2022) - [c18]Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno:
Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. SemEval@NAACL 2022: 1-14 - [i12]Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno:
Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. CoRR abs/2205.13858 (2022) - [i11]Timothee Mickus, Denis Paperno, Mathieu Constant:
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. CoRR abs/2206.03529 (2022) - [i10]Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter:
Generating image captions with external encyclopedic knowledge. CoRR abs/2210.04806 (2022) - [i9]Shaomu Tan, Denis Paperno:
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering. CoRR abs/2212.08946 (2022) - 2021
- [c17]Timothee Mickus, Mathieu Constant, Denis Paperno:
A Game Interface to Study Semantic Grounding in Text-Based Models. CoG 2021: 1-5 - [i8]Timothee Mickus, Mathieu Constant, Denis Paperno:
A Game Interface to Study Semantic Grounding in Text-Based Models. CoRR abs/2108.07708 (2021) - 2020
- [c16]Lin Li, Kees van Deemter, Denis Paperno:
Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches. CNCL 2020: 73-80 - [c15]Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter:
Geo-Aware Image Caption Generation. COLING 2020: 3143-3156 - [c14]Timothee Mickus, Timothée Bernard, Denis Paperno:
What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language. COLING 2020: 3737-3749 - [c13]Timothee Mickus, Mathieu Constant, Denis Paperno:
Génération automatique de définitions pour le français (Definition Modeling in French). JEP-TALN-RECITAL (2) 2020: 66-80 - [i7]Timothee Mickus, Timothée Bernard, Denis Paperno:
What Meaning-Form Correlation Has to Compose With. CoRR abs/2012.03833 (2020)
2010 – 2019
- 2019
- [c12]Lin Li, Kees van Deemter, Denis Paperno, Jingyu Fan:
Choosing between Long and Short Word Forms in Mandarin. INLG 2019: 34-39 - [i6]Timothee Mickus, Denis Paperno, Mathieu Constant:
Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling. CoRR abs/1911.05715 (2019) - [i5]Timothee Mickus, Denis Paperno, Mathieu Constant, Kees van Deemter:
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. CoRR abs/1911.05758 (2019) - 2018
- [c11]Anupama Chingacham, Denis Paperno:
Generalizing Representations of Lexical Semantic Relations. CLiC-it 2018 - [c10]Denis Paperno:
Limitations in learning an interpreted language with recurrent models. BlackboxNLP@EMNLP 2018: 384-386 - [c9]Alicia Krebs, Alessandro Lenci, Denis Paperno:
SemEval-2018 Task 10: Capturing Discriminative Attributes. SemEval@NAACL-HLT 2018: 732-740 - [i4]Alexander Panchenko, Natalia V. Loukachevitch, Dmitry Ustalov, Denis Paperno, Christian Meyer, Natalia Konstantinova:
RUSSE: The First Workshop on Russian Semantic Similarity. CoRR abs/1803.05820 (2018) - [i3]Denis Paperno:
Limitations in learning an interpreted language with recurrent models. CoRR abs/1809.04128 (2018) - 2017
- [i2]Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann:
Human and Machine Judgements for Russian Semantic Relatedness. CoRR abs/1708.09702 (2017) - 2016
- [j3]Denis Paperno, Marco Baroni:
When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors. Comput. Linguistics 42(2): 345-350 (2016) - [j2]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) - [c8]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 - [c7]Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann:
Human and Machine Judgements for Russian Semantic Relatedness. AIST 2016: 221-235 - [c6]Daria Ryzhova, Maria Kyuseva, Denis Paperno:
Typology of Adjectives Benchmark for Compositional Distributional Models. LREC 2016 - [c5]Alicia Krebs, Denis Paperno:
Capturing Discriminative Attributes in a Distributional Space: Task Proposal. RepEval@ACL 2016: 51-54 - [c4]Alicia Krebs, Denis Paperno:
When Hyperparameters Help: Beneficial Parameter Combinations in Distributional Semantic Models. *SEM@ACL 2016 - [i1]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
- [j1]Germán Kruszewski, Denis Paperno, Marco Baroni:
Deriving Boolean Structures from Distributional Vectors. Trans. Assoc. Comput. Linguistics 3: 375-388 (2015) - [c3]Raffaella Bernardi, Gemma Boleda, Raquel Fernández, Denis Paperno:
Distributional Semantics in Use. LSDSem@EMNLP 2015: 95-101 - [c2]Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni, Matthew M. Botvinick, Adele E. Goldberg:
Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics. *SEM@NAACL-HLT 2015: 199-204 - 2014
- [c1]Denis Paperno, Nghia The Pham, Marco Baroni:
A practical and linguistically-motivated approach to compositional distributional semantics. ACL (1) 2014: 90-99
Coauthor Index
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