WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain

31 October 2022

Jiaao Chen

Diyi Yang

AIFin

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Papers citing "WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain"

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FinAudio: A Benchmark for Audio Large Language Models in Financial Applications Yupeng Cao Haohang Li Yangyang Yu Shashidhar Reddy Javaji Yueru He ... Xiao-Yang Liu K. P. Subbalakshmi Meikang Qiu Sophia Ananiadou J. Nie AuLLM 69 0 0 26 Mar 2025
Extract, Match, and Score: An Evaluation Paradigm for Long Question-context-answer Triplets in Financial Analysis Bo Hu Han Yuan Vlad Pandelea Wuqiong Luo Yingzhu Zhao Zheng Ma 53 0 0 20 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
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading Guojun Xiong Zhiyang Deng Keyi Wang Yupeng Cao Haohang Li ... Kaleb Smith Xiao-Yang Liu J. Huang Sophia Ananiadou Qianqian Xie AIFin 121 0 0 20 Feb 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 91 0 0 17 Jan 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Haohang Li Yupeng Cao Yangyang Yu Shashidhar Reddy Javaji Zhiyang Deng ... J. Huang Lingfei Qian Xueqing Peng Qianqian Xie Jordan W. Suchow AIFin 44 4 0 24 Dec 2024
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
SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains Jebish Purbey Siddhant Gupta Nikhil Manali Siddartha Pullakhandam Drishti Sharma Ashay Srivastava Ram Mohan Rao Kadiyala AAML 58 0 0 30 Nov 2024
Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt Peter Anderson Mano Vikash Janardhanan Jason He Wei Cheng Charlie Flanagan RALM 37 3 0 11 Nov 2024
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models Xiaojun Wu Junxi Liu Huanyi Su Zhouchi Lin Yiyan Qi ... Fuwei Wang Saizhuo Wang Fengrui Hua Jia Li Jian Guo 50 0 0 09 Nov 2024
SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis Huzaifa Pardawala Siddhant Sukhani Agam Shah Veer Kejriwal Abhishek Pillai Rohan Bhasin Andrew DiBiasio Tarun Mandapati Dhruv Adha S. Chava 87 1 0 28 Oct 2024
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 33 3 0 16 Oct 2024
Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy Tagore Rao Kosireddy Jeffrey D. Wall Evan Lucas 24 1 0 09 Oct 2024
FMDLlama: Financial Misinformation Detection based on Large Language Models Zhiwei Liu Xin Zhang Kailai Yang Qianqian Xie Jimin Huang Sophia Ananiadou ALM 22 2 0 24 Sep 2024
Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates Yusuke Sakai Adam Nohejl Jiangnan Hang Hidetaka Kamigaito Taro Watanabe ELM 36 2 0 22 Aug 2024
'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization Meisin Lee Soon Lay-Ki 26 2 0 07 Aug 2024
Economy Watchers Survey Provides Datasets and Tasks for Japanese Financial Domain Masahiro Suzuki Hiroki Sakaji 24 1 0 20 Jul 2024
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks Pranshav Gajjar Vijay K. Shah 38 5 0 08 Jul 2024
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models Ying Nie Binwei Yan Tianyu Guo Hao Liu Haoyu Wang ... Weihao Wang Qiang Li Weijian Sun Yunhe Wang Dacheng Tao ELM 45 2 0 02 Jul 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning Yue Guo Yi Yang 27 4 0 01 Jul 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 32 11 0 28 Jun 2024
What Teaches Robots to Walk, Teaches Them to Trade too -- Regime Adaptive Execution using Informed Data and LLMs Raeid Saqur 26 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
Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset Jie Zhu Junhui Li Yalong Wen Lifan Guo ELM ALM 38 5 0 17 May 2024
NIFTY Financial News Headlines Dataset Raeid Saqur Ken Kato Nicholas Vinden Frank Rudzicz AIFin 34 1 0 16 May 2024
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning Yinzhu Quan Zefang Liu 27 7 0 13 May 2024
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 39 1 0 14 Apr 2024
CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering Hongbin Na AI4MH 37 10 0 24 Mar 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks Gang Hu Ke Qin Chenhan Yuan Min Peng Alejandro Lopez-Lira Benyou Wang Sophia Ananiadou Wanlong Yu Jimin Huang Qianqian Xie 25 4 0 10 Mar 2024
Generator-Guided Crowd Reaction Assessment Sohom Ghosh Chung-Chi Chen Sudipta Naskar 37 0 0 08 Mar 2024
FinBen: A Holistic Financial Benchmark for Large Language Models Qianqian Xie Weiguang Han Zhengyu Chen Ruoyu Xiang Xiao Zhang ... Yanzhao Lai Hao Wang Min Peng Sophia Ananiadou Jimin Huang AIFin 35 31 0 20 Feb 2024
Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis Agam Shah Arnav Hiray Pratvi Shah Arkaprabha Banerjee Anushka Singh Dheeraj Eidnani Bhaskar Chaudhury S. Chava 19 3 0 18 Feb 2024
Financial Report Chunking for Effective Retrieval Augmented Generation Antonio Jimeno-Yepes Yao You Jan Milczek Sebastian Laverde Renyu Li 34 20 0 05 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 16 54 0 04 Feb 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Haixing Dai Lin Zhao Gengchen Mai Ninghao Liu Tianming Liu AIFin 34 79 0 22 Jan 2024
Designing Heterogeneous LLM Agents for Financial Sentiment Analysis Frank Xing AIFin 20 50 0 11 Jan 2024
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining Jacob P. Portes Alex Trott Sam Havens Daniel King Abhinav Venigalla Moin Nadeem Nikhil Sardana D. Khudia Jonathan Frankle 13 16 0 29 Dec 2023
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 59 15 0 27 Dec 2023
FinanceBench: A New Benchmark for Financial Question Answering Pranab Islam Anand Kannappan Douwe Kiela Rebecca Qian Nino Scherrer Bertie Vidgen RALM 19 71 0 20 Nov 2023
BizBench: A Quantitative Reasoning Benchmark for Business and Finance Rik Koncel-Kedziorski Michael Krumdick Viet Dac Lai Varshini Reddy Charles Lovering Chris Tanner AIMat 19 4 0 11 Nov 2023
Causal Inference from Text: Unveiling Interactions between Variables Yuxiang Zhou Yulan He CML 17 4 0 09 Nov 2023
Pre-training LLMs using human-like development data corpus Khushi Bhardwaj Raj Sanjay Shah Sashank Varma 22 6 0 08 Nov 2023
TCM-GPT: Efficient Pre-training of Large Language Models for Domain Adaptation in Traditional Chinese Medicine Guoxing Yang Jianyu Shi Zan Wang Xiaohong Liu Guangyu Wang 11 15 0 03 Nov 2023
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge Ali Maatouk Fadhel Ayed Nicola Piovesan Antonio De Domenico Merouane Debbah Zhi-Quan Luo 14 43 0 23 Oct 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models Jaeyoung Choe Keonwoong Noh Nayeon Kim Seyun Ahn Woohwan Jung 16 3 0 20 Oct 2023
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing Yue Guo Zian Xu Yi Yang ELM 19 9 0 19 Oct 2023
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications Yue Guo Chenxi Hu Yi Yang 23 8 0 19 Oct 2023
OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models Yuhe Liu Changhua Pei Longlong Xu Bohan Chen Mingze Sun ... Gaogang Xie Xidao Wen Xiaohui Nie Minghua Ma Dan Pei ELM 14 2 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 182 0 11 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 19 44 0 07 Oct 2023