17 citations · 40 across the 11 of their papers we have counts for
10 papers · 1 filter
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization
Phan Phuong Mai Chau, Souhail Bakkali, Antoine Doucet
Abstractive summarization has made significant strides in condensing and rephrasing large volumes of text into coherent summaries. However, summarizing administrative documents pre…
L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization
Elvys Linhares Pontes, Carlos-Emiliano González-Gallardo, Mohamed Benjannet +2
This article details our participation (L3iTC) in the FinLLM Challenge Task 2024, focusing on two key areas: Task 1, financial text classification, and Task 2, financial text summa…
CoastTerm: a Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature
Julien Delaunay, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo +6
The growing impact of climate change on coastal areas, particularly active but fragile regions, necessitates collaboration among diverse stakeholders and disciplines to formulate e…
A Comprehensive Survey of Document-level Relation Extraction (2016-2023)
Julien Delaunay, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo +3
Document-level relation extraction (DocRE) is an active area of research in natural language processing (NLP) concerned with identifying and extracting relationships between entiti…
DocILE Benchmark for Document Information Localization and Extraction
Štěpán Šimsa, Milan Šulc, Michal Uřičář +8
This paper introduces the DocILE benchmark with the largest dataset of business documents for the tasks of Key Information Localization and Extraction and Line Item Recognition. It…
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections
Nicolas Gutehrlé, Antoine Doucet, Adam Jatowt
Archive collections are nowadays mostly available through search engines interfaces, which allow a user to retrieve documents by issuing queries. The study of these collections may…