Search Results for author: Florian Boudin

Found 27 papers, 9 papers with code

ACM-CR: A Manually Annotated Test Collection for Citation Recommendation

1 code implementation17 Aug 2021 Florian Boudin

Our test collection and code to replicate experiments are available at https://github. com/boudinfl/acm-cr

Citation Recommendation

The DELICES project: Indexing scientific literature through semantic expansion

no code implementations28 Jun 2021 Florian Boudin, Béatrice Daille, Evelyne Jacquey, Jian-Yun Nie

Scientific digital libraries play a critical role in the development and dissemination of scientific literature.

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

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

Extraction and Evaluation of Formulaic Expressions Used in Scholarly Papers

no code implementations18 Jun 2020 Kenichi Iwatsuki, Florian Boudin, Akiko Aizawa

We also propose a new extraction method that utilises named entities and dependency structures to remove the non-formulaic part from a sentence.

TermEval 2020: TALN-LS2N System for Automatic Term Extraction

no code implementations LREC 2020 Amir Hazem, Bouh, M{\'e}rieme i, Florian Boudin, Beatrice Daille

Automatic terminology extraction is a notoriously difficult task aiming to ease effort demanded to manually identify terms in domain-specific corpora by automatically providing a ranked list of candidate terms.

Term Extraction

An Evaluation Dataset for Identifying Communicative Functions of Sentences in English Scholarly Papers

no code implementations LREC 2020 Kenichi Iwatsuki, Florian Boudin, Akiko Aizawa

Formulaic expressions, such as {`}in this paper we propose{'}, are used by authors of scholarly papers to perform communicative functions; the communicative function of the present example is {`}stating the aim of the paper{'}.

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

Unsupervised Keyphrase Extraction with Multipartite Graphs

1 code implementation NAACL 2018 Florian Boudin

We propose an unsupervised keyphrase extraction model that encodes topical information within a multipartite graph structure.

Keyphrase Extraction

Keyphrase Annotation with Graph Co-Ranking

no code implementations COLING 2016 Adrien Bougouin, Florian Boudin, Béatrice Daille

But they are often silent on the contrary of extraction methods that do not depend on manually built resources.

Keyphrase Extraction

How Document Pre-processing affects Keyphrase Extraction Performance

1 code implementation WS 2016 Florian Boudin, Hugo Mougard, Damien Cram

The SemEval-2010 benchmark dataset has brought renewed attention to the task of automatic keyphrase extraction.

Keyphrase Extraction

Mod\'elisation unifi\'ee du document et de son domaine pour une indexation par termes-cl\'es libre et contr\^ol\'ee (Unified document and domain-specific model for keyphrase extraction and assignment )

no code implementations JEPTALNRECITAL 2016 Adrien Bougouin, Florian Boudin, Beatrice Daille

Dans cet article, nous nous int{\'e}ressons {\`a} l{'}indexation de documents de domaines de sp{\'e}cialit{\'e} par l{'}interm{\'e}diaire de leurs termes-cl{\'e}s. Plus particuli{\`e}rement, nous nous int{\'e}ressons {\`a} l{'}indexation telle qu{'}elle est r{\'e}alis{\'e}e par les documentalistes de biblioth{\`e}ques num{\'e}riques.

Keyphrase Extraction

TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation

no code implementations LREC 2016 Adrien Bougouin, Sabine Barreaux, Laurent Romary, Florian Boudin, B{\'e}atrice Daille

The output keyphrases of automatic keyphrase extraction methods for test documents are typically evaluated by comparing them to manually assigned reference keyphrases.

Keyphrase Extraction

Cannot find the paper you are looking for? You can Submit a new open access paper.