Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical
Encoder for Long-Form Document Matching

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching

26 April 2020

Michael Bendersky

Papers citing "Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching"

13 / 13 papers shown

Title
Attention over pre-trained Sentence Embeddings for Long Document Classification Amine Abdaoui Sourav Dutta 22 1 0 18 Jul 2023
Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis Akshita Jha Adithya Samavedhi Vineeth Rakesh J. Chandrashekar Chandan K. Reddy 13 0 0 07 Feb 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks Antoine Louis Gijs van Dijck Gerasimos Spanakis AILaw 23 9 0 30 Jan 2023
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 40 35 0 24 Oct 2022
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification Ilias Chalkidis Xiang Dai Manos Fergadiotis Prodromos Malakasiotis Desmond Elliott 34 33 0 11 Oct 2022
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes P. Mosteiro Emil Rijcken Kalliopi Zervanou U. Kaymak Floortje E. Scheepers Marco Spruit 33 13 0 28 Apr 2022
Revisiting Transformer-based Models for Long Document Classification Xiang Dai Ilias Chalkidis S. Darkner Desmond Elliott VLM 18 68 0 14 Apr 2022
WebFormer: The Web-page Transformer for Structure Information Extraction Qifan Wang Yi Fang Anirudh Ravula Fuli Feng Xiaojun Quan Dongfang Liu ViT 149 65 0 01 Feb 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Ilias Chalkidis Abhik Jana D. Hartung M. Bommarito Ion Androutsopoulos Daniel Martin Katz Nikolaos Aletras AILaw ELM 130 249 0 03 Oct 2021
Can Deep Neural Networks Predict Data Correlations from Column Names? Immanuel Trummer 17 8 0 09 Jul 2021
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Zejiang Shen Kyle Lo Lucy Lu Wang Bailey Kuehl Daniel S. Weld Doug Downey VLM 16 34 0 01 Jun 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 466 0 17 Mar 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 252 580 0 12 Mar 2020