Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis

13 May 2023

Papers citing "Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis"

36 / 36 papers shown

Title
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 43 0 0 05 Apr 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 58 0 0 20 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 44 0 0 14 Mar 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 66 0 0 16 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 47 0 0 04 Feb 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 92 1 0 14 Dec 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 52 0 0 09 Nov 2024
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Sorouralsadat Fatemi Yuheng Hu Maryam Mousavi 32 1 0 04 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 125 1 0 28 Oct 2024
Are Expert-Level Language Models Expert-Level Annotators? Yu-Min Tseng Wei-Lin Chen Chung-Chi Chen Hsin-Hsi Chen ALM 39 1 0 04 Oct 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 50 3 0 27 Sep 2024
LLM-Measure: Generating Valid, Consistent, and Reproducible Text-Based Measures for Social Science Research Yi Yang Hanyu Duan Jiaxin Liu Kar Yan Tam 23 0 0 19 Sep 2024
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications Qianqian Xie Dong Li Mengxi Xiao Zihao Jiang Ruoyu Xiang ... Benyou Wang Alejandro Lopez-Lira Qianqian Xie Sophia Ananiadou Junichi Tsujii AIFin AI4TS 38 15 0 20 Aug 2024
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers Marcus Buckmann Edward Hill 40 2 0 06 Aug 2024
PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning Min Jae Jung Romain Rouvoy KELM MoE CLL 46 2 0 31 Jul 2024
Economy Watchers Survey Provides Datasets and Tasks for Japanese Financial Domain Masahiro Suzuki Hiroki Sakaji 39 1 0 20 Jul 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning Yue Guo Yi Yang 32 4 0 01 Jul 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 45 42 0 15 Jun 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 52 64 0 25 Apr 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 32 4 0 10 Mar 2024
FMPAF: How Do Fed Chairs Affect the Financial Market? A Fine-grained Monetary Policy Analysis Framework on Their Language Yayue Deng Mohan Xu Yao Tang 19 0 0 10 Mar 2024
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Weijieying Ren Xinlong Li Lei Wang Tianxiang Zhao Wei Qin CLL KELM 40 34 0 29 Feb 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 48 33 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 34 3 0 18 Feb 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Gagan Bhatia El Moatez Billah Nagoudi Hasan Cavusoglu Muhammad Abdul-Mageed AIFin 37 18 0 16 Feb 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English Xiao Zhang Ruoyu Xiang Chenhan Yuan Duanyu Feng Weiguang Han ... Xiao-Yang Liu Sophia Ananiadou Min Peng Jimin Huang Qianqian Xie 44 6 0 12 Feb 2024
Position: Stop Making Unscientific AGI Performance Claims Patrick Altmeyer Andrew M. Demetriou Antony Bartlett Cynthia C. S. Liem 37 3 0 06 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 30 55 0 04 Feb 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 103 94 0 26 Dec 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models Jaeyoung Choe Keonwoong Noh Nayeon Kim Seyun Ahn Woohwan Jung 25 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 26 9 0 19 Oct 2023
FinEntity: Entity-level Sentiment Classification for Financial Texts Yixuan Tang Yi Yang Allen H Huang Andy Tam Justin Z Tang 34 8 0 19 Oct 2023
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Xiao Wang Yuan Zhang Tianze Chen Songyang Gao Senjie Jin ... Rui Zheng Yicheng Zou Tao Gui Qi Zhang Xuanjing Huang ALM LRM CLL 60 18 0 10 Oct 2023
InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning Yi Yang Yixuan Tang Kar Yan Tam ALM AIFin 32 62 0 15 Sep 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 20 136 0 08 Jun 2023
Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks Agam Shah S. Chava 33 13 0 26 May 2023