Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks

26 May 2023

Papers citing "Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks"

10 / 10 papers shown

Title
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement Liqin Ye Agam Shah Chao Zhang Sudheer Chava 87 0 0 26 May 2025
Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge Agam Shah Liqin Ye Sebastian Jaskowski Wei Xu Sudheer Chava AIFin 86 0 0 30 Mar 2025
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 Sudheer Chava 257 2 0 28 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 105 2 0 19 Oct 2024
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models Scott Barnett Zac Brannelly Stefanus Kurniawan Sheng Wong LRM 61 2 0 17 Jun 2024
Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions Cheng Tan Dongxin Lyu Siyuan Li Zhangyang Gao Jingxuan Wei Siqi Ma Zicheng Liu Stan Z. Li LLMAG 81 13 0 09 Jun 2024
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model Chen Huang Yang Deng Wenqiang Lei Jiancheng Lv Ido Dagan 77 4 0 20 May 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 162 88 0 25 Apr 2024
LLaMandement: Large Language Models for Summarization of French Legislative Proposals Joseph Gesnouin Yannis Tannier Christophe Gomes Da Silva Hatim Tapory Camille Brier ... Emmanuel Cortes Pierre-Etienne Devineau Ulrich Tan Esther Mac Namara Su Yang AILaw 90 8 0 29 Jan 2024
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 85 161 0 08 Jun 2023