Jérémy Espinas

Computer Science · Physical Sciences

4h-index68citations7works0.02yr avg
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Research Topics

Topic Modeling(5), Natural Language Processing Techniques(3), Handwritten Text Recognition Techniques(2), Data Quality and Management(2), Stock Market Forecasting Methods(1)

Publications7 total

FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents
arXiv (Cornell University)·2025Open Access
LineRetriever: Planning-Aware Observation Reduction for Web Agents
arXiv (Cornell University)·2025Open Access
Long-Range Transformer Architectures for Document Understanding
Lecture notes in computer science·2023· 3 citedOpen Access
Improving Information Extraction on Business Documents with Specific Pre-training Tasks
Lecture notes in computer science·2022· 9 citedOpen Access
Data-Efficient Information Extraction from Documents with Pre-trained Language Models
Lecture notes in computer science·2021· 8 citedOpen Access
End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks
2020· 16 citedOpen Access
Recurrent Neural Network Approach for Table Field Extraction in Business Documents
2019· 32 citedOpen Access

Frequent Co-authors

Clément Sage(3), Alexandre Aussem(3), Haytham Elghazel(3), Véronique Églin(3), Thibault Douzon(3), Stefan Duffner(3), Christophe García(3), Alex Aussem(2), Imene Kerboua(2), Sahar Omidi Shayegan(2), Megh Thakkar(2), Xing Han Lù(2), M. Caccia(2), Véronique Églin(2), Alexandre Lacoste(2), Léo Boisvert(1)