Accepted Papers

Main Track

• Using Pre-trained Language Model for Accurate ESG Prediction

Lei Xia, Mingming Yang and Qi Liu

• 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 and Sameena Shah

• Examining the Effect of News Context on Algorithmic Trading

Surupendu Gangopadhyay and Prasenjit Majumder

• GPT-Signal: Generative AI for Semi-automated Feature Engineering in the Alpha Research Process

Yining Wang, Jinman Zhao and Yuri Lawryshyn

• RACCOON: Real-world Advanced financCial analysis through COmprehensive Natural language dataset

Seonghyun Kim, Kanghee Lee, Minsu Jeong and Junghan Yoon

• TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks

Sander Noels, Sébastien Viaene and Tijl De Bie

• Probing Numerical Concepts in Financial Text with BERT Models

Shanyue Guo, Le Qiu and Emmanuele Chersoni

• GENWISE: Thematic Discovery from Textual Data

Minnie Kabra, Abhinav Nagpal, Aayush Sacheti, Mohit Kumar and 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 and Pilsung Kang

• Capturing Analysts' Questioning Strategies in Earnings Calls via a Question Cornering Score (QCS)

Giulia D'Agostino, Andrea Rocci and Chris Reed

Shared Task - FinLLM

• 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 and Sophia Ananiadou

• Wealth Guide: A Sophisticated Language Model Solution for Financial Trading Decisions

Sarmistha Das, R E Zera Marveen Lyngkhoi, Sriparna Saha and 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 and 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 and Bradley McDanel

• ‘Finance Wizard’ at the FinLLM Challenge Task: Financial Text Summarization

Meisin Lee and Lay-Ki Soon

• Upaya at the FinLLM Challenge Task 1 and 2: DistFin: Distillation based Fine-Tuning for Financial Tasks

Ashvini Kumar Jindal, Pawan Kumar Rajpoot and Ankur Parikh

• BAI-Arg LLM at the FinLLM Challenge Task: Earn While You Argue - Financial Argument Identification

Varad Srivastava

• CatMemo@IJCAI 2024 FinLLM Challenge: Fine-Tuning Large Language Models using Data Fusion in Financial Applications

Yupeng Cao, Zhiyuan Yao, Zhi Chen and Zhiyang Deng

• University of Glasgow at the FinLLM Challenge Task: Adapting Llama for Financial News Abstractive Summarization

Lubingzhi Guo, Javier Sanz-Cruzado and Richard McCreadie