34 citations · 34 across the 2 of their papers we have counts for
5 papers
Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics
Anas Belfathi, Ygor Gallina, Nicolas Hernandez +2
Recent advances in pre-trained language modeling have facilitated significant progress across various natural language processing (NLP) tasks. Word masking during model training co…
Keyphrase Generation for Scientific Document Retrieval
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 retriev…
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness
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…
Large-Scale Evaluation of Keyphrase Extraction Models
Ygor Gallina, Florian Boudin, Béatrice Daille
Keyphrase extraction models are usually evaluated under different, not directly comparable, experimental setups. As a result, it remains unclear how well proposed models actually p…
KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documents
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. Existing datasets for keyphrase generation are only readily av…