FiNER: Financial Numeric Entity Recognition for XBRL Tagging

FiNER: Financial Numeric Entity Recognition for XBRL Tagging

12 March 2022

Lefteris Loukas

Manos Fergadiotis

Ilias Chalkidis

Eirini Spyropoulou

Prodromos Malakasiotis

Ion Androutsopoulos

George Giannakopoulos

Papers citing "FiNER: Financial Numeric Entity Recognition for XBRL Tagging"

11 / 11 papers shown

Title
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models Jaeyoung Choe Keonwoong Noh Nayeon Kim Seyun Ahn Woohwan Jung 96 4 0 20 Oct 2023
Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature Walter Hernandez Cruz K. Tylinski Alastair Moore Niall Roche Nikhil Vadgama Horst Treiblmaier J. Shangguan Paolo Tasca Jiahua Xu 55 2 0 23 Aug 2023
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 68 117 0 24 Mar 2021
Do Language Embeddings Capture Scales? Xikun Zhang Deepak Ramachandran Ian Tenney Yanai Elazar Dan Roth MILM ReLM LRM 24 93 0 11 Oct 2020
FinBERT: A Pretrained Language Model for Financial Communications Yi Yang Mark Christopher Siy Uy Allen H Huang AIFin AI4CE 58 232 0 15 Jun 2020
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 125 1,956 0 06 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 86 2,948 0 26 Mar 2019
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 202 4,006 0 04 Mar 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 306 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 564 31,406 0 16 Jan 2013
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 296 7,883 0 13 Jun 2012