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

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

31 October 2022

Raj Sanjay Shah

Dheeraj Eidnani

Jiaao Chen

Diyi Yang

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

18 / 68 papers shown

Title
Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models Duanyu Feng Yongfu Dai Jimin Huang Yifang Zhang Qianqian Xie Weiguang Han Zhengyu Chen Alejandro Lopez-Lira Hao Wang 20 7 0 01 Oct 2023
CFGPT: Chinese Financial Assistant with Large Language Model Jiangtong Li Yuxuan Bian Guoxuan Wang Yang Lei Dawei Cheng Zhijun Ding Changjun Jiang 37 10 0 19 Sep 2023
InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning Yi Yang Yixuan Tang K. Tam ALM AIFin 24 62 0 15 Sep 2023
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models Liwen Zhang Wei Cai Zhaowei Liu Zhi Yang Wei Dai ... Zhiqiang Liu Zhoufan Zhu Anbo Wu Xinnan Guo Yun Chen ELM ALM 25 24 0 19 Aug 2023
ArcGPT: A Large Language Model Tailored for Real-world Archival Applications Shitou Zhang Jingrui Hou Siyuan Peng Z. Li Qibiao Hu P. Wang KELM RALM LLMAG 27 3 0 27 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 17 14 0 05 Jul 2023
iMETRE: Incorporating Markers of Entity Types for Relation Extraction Harsha Vardhan Manav Chaudhary 14 2 0 30 Jun 2023
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models Boyu Zhang Hongyang Yang Xiao-Yang Liu 24 63 0 22 Jun 2023
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance Qianqian Xie Weiguang Han Xiao Zhang Yanzhao Lai Min Peng Alejandro Lopez-Lira Jimin Huang ALM 10 135 0 08 Jun 2023
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers Junyuan Hong Yi Zeng Shuyang Yu Lingjuan Lyu R. Jia Jiayu Zhou AAML 11 8 0 04 Jun 2023
Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks Agam Shah S. Chava 28 13 0 26 May 2023
REFinD: Relation Extraction Financial Dataset Simerjot Kaur Charese Smiley Akshat Gupta Joy Prakash Sain Dongsheng Wang S. Siddagangappa Toyin Aguda Sameena Shah 16 15 0 22 May 2023
Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis Agam Shah Suvan Paturi S. Chava AIFin 9 45 0 13 May 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks Xianzhi Li Samuel Chan Xiaodan Zhu Yulong Pei Zhiqiang Ma Xiaomo Liu Sameena Shah AI4MH 25 74 0 10 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
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 51 780 0 30 Mar 2023
BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark Dakuan Lu Hengkui Wu Jiaqing Liang Yipei Xu Qi He Yipeng Geng Mengkun Han Ying Xin Yanghua Xiao 22 53 0 18 Feb 2023
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,950 0 20 Apr 2018