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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...8 Hits 1 – 20 of 148 1 Entity-Based Semantic Adequacy for Data-to-Text Generation Faille, Juliette; Gatt, Albert; Gardent, Claire In: Findings of the Association for Computational Linguistics: EMNLP 2021 ; Proceeddings of the 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03461309 ; Proceeddings of the 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana, Dominican Republic. pp.1530--1540 (2021) BASE Show details 2 An Error Analysis Framework for Shallow Surface Realisation Shimorina, Anastasia; Parmentier, Yannick; Gardent, Claire In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03159422 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2021, 9 ; https://www.aclweb.org/anthology/venues/tacl/ (2021) BASE Show details 3 Discourse-Based Sentence Splitting Gardent, Claire; Cripwell, Liam; Legrand, Joel In: ACL Anthology ; EMNLP 2021 The 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03461298 ; EMNLP 2021 The 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana, Dominican Republic. pp.1530-1540 (2021) BASE Show details 4 Gathering Information and Engaging the User ComBot : A Task-Based, Serendipitous Dialog Model for Patient-Doctor Interactions Liednikova, Anna; Jolivet, Philippe; Durand-Salmon, Alexandre... In: Proceedings of the Second Workshop on Natural Language Processing for Medical Conversations ; NLPMC 2021 - Second Workshop on Natural Language Processing for Medical Conversations ; https://hal.archives-ouvertes.fr/hal-03461330 ; NLPMC 2021 - Second Workshop on Natural Language Processing for Medical Conversations, Jun 2021, Mexico, Mexico. pp.21-29 ; https://aclanthology.org/2021.nlpmc-1.3 (2021) BASE Show details 5 Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering Brabant, Quentin; Rojas-Barahona, Lina,; Gardent, Claire In: 12th International Workshop on Spoken Dialog System Technology (IWSDS 2021) ; https://hal.archives-ouvertes.fr/hal-03533906 ; 12th International Workshop on Spoken Dialog System Technology (IWSDS 2021), Nov 2021, Singapour/Virtual, Singapore (2021) BASE Show details 6 Entity-Based Semantic Adequacy for Data-to-Text Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Faille, Juliette; Gardent, Claire. - : Underline Science Inc., 2021 BASE Show details 7 An Error Analysis Framework for Shallow Surface Realisation ... NAACL 2021 2021; Gardent, Claire; Parmentier, Yannick. - : Underline Science Inc., 2021 BASE Show details 8 Deep learning approaches to text production Narayan, Shashi; Gardent, Claire. - [San Rafael, California] : Morgan & Claypool Publishers, 2020 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 9 Quality of syntactic implication of RL-based sentence summarization Le, Hoa,; Cerisara, Christophe; Gardent, Claire In: AAAI Workshop on Engineering Dependable and Secure Machine Learning Systems 2020 ; https://hal.archives-ouvertes.fr/hal-02883327 ; AAAI Workshop on Engineering Dependable and Secure Machine Learning Systems 2020, Feb 2020, New York, United States (2020) BASE Show details 10 The 2020 Bilingual, Bi-Directional WebNLG+ Shared Task Overview and Evaluation Results (WebNLG+ 2020) Ferreira, Thiago,; Gardent, Claire; Ilinykh, Nikolai... In: Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) ; https://hal.archives-ouvertes.fr/hal-03148418 ; Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+), Dec 2020, Dublin/Virtual, Ireland (2020) BASE Show details 11 Multilingual AMR-to-Text Generation Fan, Angela; Gardent, Claire In: 2020 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-02999676 ; 2020 Conference on Empirical Methods in Natural Language Processing, Nov 2020, Punta Cana, Dominican Republic (2020) BASE Show details 12 Augmenting Transformers with KNN-Based Composite Memory for Dialog Fan, Angela; Gardent, Claire; Braud, Chloé; Bordes, Antoine In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02999678 ; Transactions of the Association for Computational Linguistics, The MIT Press, In press, ⟨10.1162/tacl_a_00356⟩ ; https://transacl.org/index.php/tacl (2020) Abstract: International audience ; Various machine learning tasks can benefit from access to external information of different modalities, such as text and images. Recent work has focused on learning architectures with large memories capable of storing this knowledge. We propose augmenting generative Transformer neural networks with KNN-based Information Fetching (KIF) modules. Each KIF module learns a read operation to access fixed external knowledge. We apply these modules to generative dialog modeling, a challenging task where information must be flexibly retrieved and incorporated to maintain the topic and flow of conversation. We demonstrate the effectiveness of our approach by identifying relevant knowledge required for knowledgeable but engaging dialog from Wikipedia, images, and human-written dialog utterances, and show that leveraging this retrieved information improves model performance, measured by automatic and human evaluation. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL] URL: https://hal.archives-ouvertes.fr/hal-02999678/file/2419-Fan-finalversion.pdf https://hal.archives-ouvertes.fr/hal-02999678 https://hal.archives-ouvertes.fr/hal-02999678/document https://doi.org/10.1162/tacl_a_00356 BASE Hide details 13 Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Ribeiro, Leonardo,; Zhang, Yue; Gardent, Claire... In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03020314 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2020, 8, ⟨10.1162/tacl_a_00332⟩ (2020) BASE Show details 14 Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert Knowledge Liednikova, Anna; Jolivet, Philippe; Durand-Salmon, Alexandre... In: Proceedings of the 28th Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03020294 ; Proceedings of the 28th Conference on Computational Linguistics, Dec 2020, Barcelona, Spain (2020) BASE Show details 15 Multilingual AMR-to-Text Generation ... Fan, Angela; Gardent, Claire. - : arXiv, 2020 BASE Show details 16 Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs ... Ribeiro, Leonardo F. R.; Zhang, Yue; Gardent, Claire. - : arXiv, 2020 BASE Show details 17 RL extraction of syntax-based chunks for sentence compression Le, Hoa,; Cerisara, Christophe; Gardent, Claire In: ICANN 2019 ; https://hal.archives-ouvertes.fr/hal-02323821 ; ICANN 2019, Sep 2019, Munich, Germany. pp.337-347 (2019) BASE Show details 18 Surface Realisation Using Full Delexicalisation Shimorina, Anastasia; Gardent, Claire In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) ; 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-02277069 ; 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Nov 2019, Hong Kong, China. pp.3084-3094, ⟨10.18653/v1/D19-1305⟩ (2019) BASE Show details 19 Generating Text from Anonymised Structures Colin, Emilie; Gardent, Claire In: Proceedings of the 12th International Conference on Natural Language Generation ; https://hal.archives-ouvertes.fr/hal-02460312 ; Proceedings of the 12th International Conference on Natural Language Generation, Oct 2019, Hong Kong, China. pp.112 - 117 (2019) BASE Show details 20 Revisiting the Binary Linearization Technique for Surface Realization Puzikov, Yevgenyi; Gardent, Claire; Dagan, Ido... In: Proceedings of The 12th International Conference on Natural Language Generation ; https://hal.archives-ouvertes.fr/hal-02460309 ; Proceedings of The 12th International Conference on Natural Language Generation, 2019, pp.268 - 278 (2019) BASE Show details Page: 1 2 3 4 5...8

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