FiNER: Financial Numeric Entity Recognition for XBRL Tagging

12 March 2022

Prodromos Malakasiotis

Ion Androutsopoulos

G. Paliouras

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

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Title
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking Jabez Magomere Elena Kochkina Samuel Mensah Simerjot Kaur Charese Smiley 27 0 0 22 Apr 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 41 0 0 14 Mar 2025
HiFi-KPI: A Dataset for Hierarchical KPI Extraction from Earnings Filings Rasmus Aavang Giovanni Rizzi Rasmus Bøggild Alexandre Iolov Mike Zhang Johannes Bjerva 57 0 0 21 Feb 2025
Enterprise Benchmarks for Large Language Model Evaluation Bing Zhang Mikio Takeuchi Ryo Kawahara Shubhi Asthana Md. Maruf Hossain Guang-Jie Ren Kate Soule Yada Zhu ELM 31 2 0 11 Oct 2024
DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning Yebowen Hu Xiaoyang Wang Wenlin Yao Yiming Lu Daoan Zhang H. Foroosh Dong Yu Fei Liu 34 4 0 02 Oct 2024
Simulating Financial Market via Large Language Model based Agents Shen Gao Yuntao Wen Minghang Zhu Jianing Wei Yuhan Cheng Qunzi Zhang Shuo Shang AIFin 34 12 0 28 Jun 2024
SEC-QA: A Systematic Evaluation Corpus for Financial QA Viet Dac Lai Michael Krumdick Charles Lovering Varshini Reddy Craig W. Schmidt Chris Tanner 48 3 0 20 Jun 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 40 41 0 15 Jun 2024
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs Boammani Aser Lompo Thanh-Dung Le 31 1 0 28 May 2024
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling Subhendu Khatuya Rajdeep Mukherjee Akash Ghosh Manjunath Hegde Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal 26 1 0 03 May 2024
Evaluating Named Entity Recognition: Comparative Analysis of Mono- and Multilingual Transformer Models on Brazilian Corporate Earnings Call Transcriptions Ramon Abilio Guilherme Palermo Coelho A. D. Silva 25 0 0 18 Mar 2024
BUSTER: a "BUSiness Transaction Entity Recognition" dataset Andrea Zugarini Andrew Zamai Marco Ernandes Leonardo Rigutini 30 1 0 15 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 21 55 0 04 Feb 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance Rik Koncel-Kedziorski Michael Krumdick Viet Dac Lai Varshini Reddy Charles Lovering Chris Tanner AIMat 27 4 0 11 Nov 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data Mubashara Akhtar Abhilash Shankarampeta Vivek Gupta Arpit Patil O. Cocarascu Elena Simperl LRM ReLM LMTD ELM 37 21 0 03 Nov 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models Jaeyoung Choe Keonwoong Noh Nayeon Kim Seyun Ahn Woohwan Jung 21 3 0 20 Oct 2023
Self-Specialization: Uncovering Latent Expertise within Large Language Models Junmo Kang Hongyin Luo Yada Zhu Jacob A. Hansen James R. Glass David D. Cox Alan Ritter Rogerio Feris Leonid Karlinsky ALM MoMe 17 4 0 29 Sep 2023
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance Lefteris Loukas Ilias Stogiannidis Prodromos Malakasiotis Stavros Vassos 19 19 0 28 Aug 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 23 2 0 23 Aug 2023
Financial Numeric Extreme Labelling: A Dataset and Benchmarking for XBRL Tagging Soumya Sharma Subhendu Khatuya Manjunath Hegde Afreen Shaikh. Koustuv Dasgupta Pawan Goyal Niloy Ganguly 17 6 0 06 Jun 2023
E-NER -- An Annotated Named Entity Recognition Corpus of Legal Text Ting Wai Terence Au Ingemar J. Cox Vasileios Lampos AILaw 24 24 0 19 Dec 2022
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods Xiang Dai Sarvnaz Karimi 16 3 0 24 Nov 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models Stelios Maroudas Sotiris Legkas Prodromos Malakasiotis Ilias Chalkidis VLM AILaw ALM ELM 29 4 0 24 Oct 2022
EDGAR-CORPUS: Billions of Tokens Make The World Go Round Lefteris Loukas Manos Fergadiotis Ion Androutsopoulos Prodromos Malakasiotis AIFin 78 29 0 29 Sep 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 233 31,253 0 16 Jan 2013