Efficient Classification of Long Documents Using Transformers

21 March 2022

Papers citing "Efficient Classification of Long Documents Using Transformers"

10 / 10 papers shown

Title
SoK: Leveraging Transformers for Malware Analysis Pradip Kunwar Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam Elisa Bertino 90 0 0 27 May 2024
RealKIE: Five Novel Datasets for Enterprise Key Information Extraction Benjamin Townsend Madison May Christopher Wells SyDa 37 0 0 29 Mar 2024
Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study Damith Premasiri Tharindu Ranasinghe R. Mitkov VLM 29 1 0 18 Jul 2023
Attention over pre-trained Sentence Embeddings for Long Document Classification Amine Abdaoui Sourav Dutta 27 1 0 18 Jul 2023
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks M. Baran Joanna Baran Mateusz Wójcik Maciej Ziȩba Adam Gonczarek OODD 46 4 0 13 Jul 2023
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings? Sonal Sannigrahi Josef van Genabith C. España-Bonet AILaw 42 4 0 28 Apr 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 21 54 0 28 Feb 2023
Hawk: An Industrial-strength Multi-label Document Classifier Arshad Javeed 42 1 0 15 Jan 2023
Revisiting Transformer-based Models for Long Document Classification Xiang Dai Ilias Chalkidis S. Darkner Desmond Elliott VLM 18 68 0 14 Apr 2022
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 288 2,017 0 28 Jul 2020