Workshop on Agent AI for Scenario Planning (2024)
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Proceedings of the Eighth Financial Technology and Natural Language Processing and the 1st Agent AI for Scenario Planning
Proceedings of the Eighth Financial Technology and Natural Language Processing and the 1st Agent AI for Scenario Planning
Chung-Chi Chen | Tatsuya Ishigaki | Hiroya Takamura | Akihiko Murai | Suzuko Nishino | Hen-Hsen Huang | Hsin-Hsi Chen
Chung-Chi Chen | Tatsuya Ishigaki | Hiroya Takamura | Akihiko Murai | Suzuko Nishino | Hen-Hsen Huang | Hsin-Hsi Chen
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams
Ethan Callanan | Amarachi Mbakwe | Antony Papadimitriou | Yulong Pei | Mathieu Sibue | Xiaodan Zhu | Zhiqiang Ma | Xiaomo Liu | Sameena Shah
Ethan Callanan | Amarachi Mbakwe | Antony Papadimitriou | Yulong Pei | Mathieu Sibue | Xiaodan Zhu | Zhiqiang Ma | Xiaomo Liu | Sameena Shah
Examining the Effect of News Context on Algorithmic Trading
Surupendu Gangopadhyay | Prasenjit Majumder
Surupendu Gangopadhyay | Prasenjit Majumder
GPT-Signal: Generative AI for Semi-automated Feature Engineering in the Alpha Research Process
Yining Wang | Jinman Zhao | Yuri Lawryshyn
Yining Wang | Jinman Zhao | Yuri Lawryshyn
RACCOON: Real-world Advanced financCial analysis through COmprehensive Natural language dataset
Seonghyun Kim | Kanghee Lee | Minsu Jeong | Junghan Yoon
Seonghyun Kim | Kanghee Lee | Minsu Jeong | Junghan Yoon
TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks.
Sander Noels | Sébastien Viaene | Tijl De Bie
Sander Noels | Sébastien Viaene | Tijl De Bie
Probing Numerical Concepts in Financial Text with BERT Models
Shanyue Guo | Le Qiu | Emmanuele Chersoni
Shanyue Guo | Le Qiu | Emmanuele Chersoni
GENWISE: Thematic Discovery from Textual Data
Minnie Kabra | Abhinav Nagpal | Aayush Sacheti | Mohit Kumar | Salil Joshi
Minnie Kabra | Abhinav Nagpal | Aayush Sacheti | Mohit Kumar | Salil Joshi
FINALE : Finance Domain Instruction-Tuning Dataset with High-Quality Rationales via Chain-of-Thought Prompting
Sangmin Lee | Suzie Oh | Saeran Park | Guijin Son | Pilsung Kang
Sangmin Lee | Suzie Oh | Saeran Park | Guijin Son | Pilsung Kang
Capturing Analysts’ Questioning Strategies in Earnings Calls via a Question Cornering Score (QCS)
Giulia D’Agostino | Andrea Rocci | Chris Reed
Giulia D’Agostino | Andrea Rocci | Chris Reed
FinNLP-AgentScen-2024 Shared Task: Financial Challenges in Large Language Models - FinLLMs
Qianqian Xie | Jimin Huang | Dong Li | Zhengyu Chen | Ruoyu Xiang | Mengxi Xiao | Yangyang Yu | Vijayasai Somasundaram | Kailai Yang | Chenhan Yuan | Zheheng Luo | Zhiwei Liu | Yueru He | Yuechen Jiang | Haohang Li | Duanyu Feng | Xiao-Yang Liu | Benyou Wang | Hao Wang | Yanzhao Lai | Jordan Suchow | Alejandro Lopez-Lira | Min Peng | Sophia Ananiadou
Qianqian Xie | Jimin Huang | Dong Li | Zhengyu Chen | Ruoyu Xiang | Mengxi Xiao | Yangyang Yu | Vijayasai Somasundaram | Kailai Yang | Chenhan Yuan | Zheheng Luo | Zhiwei Liu | Yueru He | Yuechen Jiang | Haohang Li | Duanyu Feng | Xiao-Yang Liu | Benyou Wang | Hao Wang | Yanzhao Lai | Jordan Suchow | Alejandro Lopez-Lira | Min Peng | Sophia Ananiadou
University of Glasgow at the FinLLM Challenge Task: Adapting Llama for Financial News Abstractive Summarization
Lubingzhi Guo | Javier Sanz-Cruzado | Richard McCreadie
Lubingzhi Guo | Javier Sanz-Cruzado | Richard McCreadie
Wealth Guide: A Sophisticated Language Model Solution for Financial Trading Decisions
Sarmistha Das | R E Zera Marveen Lyngkhoi | Sriparna Saha | Alka Maurya
Sarmistha Das | R E Zera Marveen Lyngkhoi | Sriparna Saha | Alka Maurya
L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization
Elvys Linhares Pontes | Carlos-Emiliano González-Gallardo | Mohamed Benjannet | Caryn Qu | Antoine Doucet
Elvys Linhares Pontes | Carlos-Emiliano González-Gallardo | Mohamed Benjannet | Caryn Qu | Antoine Doucet
Revelata at the FinLLM Challenge Task: Improving Financial Text Summarization by Restricted Prompt Engineering and Fine-tuning
Ken Kawamura | Zeqian Li | Chit-Kwan Lin | Bradley McDanel
Ken Kawamura | Zeqian Li | Chit-Kwan Lin | Bradley McDanel
Upaya at the FinLLM Challenge Task 1 and 2: DistFin: Distillation based Fine-Tuning for Financial Tasks
Ashvini Kumar Jindal | Pawan Kumar Rajpoot | Ankur Parikh
Ashvini Kumar Jindal | Pawan Kumar Rajpoot | Ankur Parikh