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 (Editors)

Anthology ID:
2024.finnlp-2
Month:
3 August
Year:
2024
Address:
Jeju, South Korea
Venue:
FinNLP
SIG:
Publisher:
-
URL:
https://aclanthology.org/2024.finnlp-2/
DOI:
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PDF:
https://aclanthology.org/2024.finnlp-2.pdf
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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
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Using Pre-trained Language Model for Accurate ESG Prediction
Lei Xia | Mingming Yang | Qi Liu
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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
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Examining the Effect of News Context on Algorithmic Trading
Surupendu Gangopadhyay | Prasenjit Majumder
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GPT-Signal: Generative AI for Semi-automated Feature Engineering in the Alpha Research Process
Yining Wang | Jinman Zhao | Yuri Lawryshyn
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RACCOON: Real-world Advanced financCial analysis through COmprehensive Natural language dataset
Seonghyun Kim | Kanghee Lee | Minsu Jeong | Junghan Yoon
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TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks.
Sander Noels | Sébastien Viaene | Tijl De Bie
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Probing Numerical Concepts in Financial Text with BERT Models
Shanyue Guo | Le Qiu | Emmanuele Chersoni
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GENWISE: Thematic Discovery from Textual Data
Minnie Kabra | Abhinav Nagpal | Aayush Sacheti | Mohit Kumar | Salil Joshi
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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
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Capturing Analysts’ Questioning Strategies in Earnings Calls via a Question Cornering Score (QCS)
Giulia D’Agostino | Andrea Rocci | Chris Reed
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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
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University of Glasgow at the FinLLM Challenge Task: Adapting Llama for Financial News Abstractive Summarization
Lubingzhi Guo | Javier Sanz-Cruzado | Richard McCreadie
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Wealth Guide: A Sophisticated Language Model Solution for Financial Trading Decisions
Sarmistha Das | R E Zera Marveen Lyngkhoi | Sriparna Saha | Alka Maurya
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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
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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
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‘Finance Wizard’ at the FinLLM Challenge Task: Financial Text Summarization
Meisin Lee | Lay-Ki Soon
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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
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BAI-Arg LLM at the FinLLM Challenge Task: Earn While You Argue - Financial Argument Identification
Varad Srivastava
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CatMemo@IJCAI 2024 FinLLM Challenge: Fine-Tuning Large Language Models using Data Fusion in Financial Applications
Yupeng Cao | Zhiyuan Yao | Zhi Chen | Zhiyang Deng