Information Retrieval · Computer Science
Algorithmes de classification et d'optimisation: participation du LIA/ADOC \'a DEFT'14
Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina +3
2017-02-22
Computation and Language · Computer Science
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases
Estelle Maudet, Oralie Cattan, Maureen de Seyssel, Christophe Servan
2019-07-15
Computation and Language · Computer Science
An Effective System for Multi-format Information Extraction
Yaduo Liu, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao +1
2021-08-17
Computation and Language · Computer Science
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
2023-09-12
Computation and Language · Computer Science
DELIFT: Data Efficient Language model Instruction Fine Tuning
Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevksy
2025-03-21
Computation and Language · Computer Science
ADELIE: Aligning Large Language Models on Information Extraction
Yunjia Qi, Hao Peng, Xiaozhi Wang, Bin Xu +2
2024-10-25
Computation and Language · Computer Science
LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding
Robert Chew, John Bollenbacher, Michael Wenger, Jessica Speer +1
2023-06-28
Computation and Language · Computer Science
Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout
Filip Graliński, Tomasz Stanisławek, Anna Wróblewska, Dawid Lipiński +4
2020-03-09
Computation and Language · Computer Science
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du +5
2024-03-08
Information Retrieval · Computer Science
Workshop on Document Intelligence Understanding
Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon +4
2023-08-01
Computation and Language · Computer Science
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction
Marc Hübner, Christoph Alt, Robert Schwarzenberg, Leonhard Hennig
2021-04-01
Cryptography and Security · Computer Science
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs
Zongjie Li, Daoyuan Wu, Shuai Wang, Zhendong Su
2025-06-24
Computation and Language · Computer Science
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction
Jiabang He, Lei Wang, Yi Hu, Ning Liu +3
2023-08-22
Computation and Language · Computer Science
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein +4
2024-10-15
Information Retrieval · Computer Science
SciDef: Automating Definition Extraction from Academic Literature with Large Language Models
Filip Kučera, Christoph Mandl, Isao Echizen, Radu Timofte +1
2026-02-06
Computation and Language · Computer Science
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus
Sasha Spala, Nicholas A Miller, Franck Dernoncourt, Carl Dockhorn
2020-09-01
Computation and Language · Computer Science
Large Language Models for Generative Information Extraction: A Survey
Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang +6
2024-11-01