Search Results for author: Ygor Gallina

Found 7 papers, 4 papers with code

Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics

1 code implementation19 Feb 2024 Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Richard Dufour, Laura Monceaux

Recent advances in pre-trained language modeling have facilitated significant progress across various natural language processing (NLP) tasks.

Language Modelling

Keyphrase Generation for Scientific Document Retrieval

1 code implementation ACL 2020 Florian Boudin, Ygor Gallina, Akiko Aizawa

Sequence-to-sequence models have lead to significant progress in keyphrase generation, but it remains unknown whether they are reliable enough to be beneficial for document retrieval.

Keyphrase Generation Retrieval

Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness

no code implementations NAACL 2021 Florian Boudin, Ygor Gallina

Neural keyphrase generation models have recently attracted much interest due to their ability to output absent keyphrases, that is, keyphrases that do not appear in the source text.

Information Retrieval Keyphrase Generation +1

Large-Scale Evaluation of Keyphrase Extraction Models

1 code implementation10 Mar 2020 Ygor Gallina, Florian Boudin, Béatrice Daille

Keyphrase extraction models are usually evaluated under different, not directly comparable, experimental setups.

Keyphrase Extraction

KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documents

1 code implementation WS 2019 Ygor Gallina, Florian Boudin, Béatrice Daille

Keyphrase generation is the task of predicting a set of lexical units that conveys the main content of a source text.

Keyphrase Generation TAG

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