Large Language Models as Financial Data Annotators: A Study on
Effectiveness and Efficiency

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency

26 March 2024

S. Siddagangappa

Papers citing "Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency"

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Title
Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLM-Powered Assistance Bo Yuan Yulin Chen Yin Zhang Wei Jiang NoLa 30 6 0 03 Apr 2025
YouLeQD: Decoding the Cognitive Complexity of Questions and Engagement in Online Educational Videos from Learners' Perspectives Nong Ming Sachin Sharma Jiho Noh AI4Ed 39 0 0 20 Jan 2025
SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation Qilong Wu Xiaoneng Xiang Hejia Huang Xuan Wang Yeo Wei Jie Ranjan Satapathy Ricardo Shirota Filho Bharadwaj Veeravalli 67 1 0 14 Dec 2024
Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language Anastasia Zhukova Christian E. Matt Bela Gipp 79 2 0 13 Dec 2024
Beyond Turing Test: Can GPT-4 Sway Experts' Decisions? Takehiro Takayanagi Hiroya Takamura Kiyoshi Izumi Chung-Chi Chen ELM DeLMO 18 1 0 25 Sep 2024
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks A. Bavaresco Raffaella Bernardi Leonardo Bertolazzi Desmond Elliott Raquel Fernández ... David Schlangen Alessandro Suglia Aditya K Surikuchi Ece Takmaz A. Testoni ALM ELM 41 62 0 26 Jun 2024
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 209 568 0 03 May 2023
Beyond Classification: Financial Reasoning in State-of-the-Art Language Models Guijin Son Han-Na Jung Moonjeong Hahm Keonju Na Sol Jin AIFin LRM 39 18 0 30 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 92 235 0 11 Sep 2021