Financial Document Causality Detection Shared Task (FinCausal 2020)

4 December 2020

Papers citing "Financial Document Causality Detection Shared Task (FinCausal 2020)"

21 / 21 papers shown

Title
Finance Language Model Evaluation (FLaME) Glenn Matlin Mika Okamoto Huzaifa Pardawala Yang Yang Sudheer Chava AIFin LRM 30 0 0 18 Jun 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking Jabez Magomere Elena Kochkina Samuel Mensah Simerjot Kaur Charese Smiley 105 1 0 22 Apr 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 99 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 143 3 0 14 Dec 2024
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Sorouralsadat Fatemi Yuheng Hu Maryam Mousavi 105 4 0 04 Nov 2024
WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction Oktie Hassanzadeh 35 0 0 31 Aug 2024
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications J. Huang Dong Li Mengxi Xiao Zihao Jiang Yuzhe Yang ... Benyou Wang Alejandro Lopez-Lira Qianqian Xie Sophia Ananiadou Junichi Tsujii AIFin AI4TS 75 25 0 20 Aug 2024
A Critical Review of Causal Reasoning Benchmarks for Large Language Models Linying Yang Vik Shirvaikar Oscar Clivio Fabian Falck ELM LRM 97 5 0 10 Jul 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems Italo Luis da Silva Hanqi Yan Lin Gui Yulan He CML 109 0 0 26 Jun 2024
Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis Takehiro Takayanagi Masahiro Suzuki Ryotaro Kobayashi Hiroki Sakaji Kiyoshi Izumi 85 1 0 22 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 130 48 0 20 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 93 70 0 04 Feb 2024
CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports Ye Eun Chun Sunjae Kwon Kyung-Woo Sohn Nakwon Sung Junyoup Lee Byungki Seo Kevin Compher Seung-won Hwang Jaesik Choi 76 1 0 24 Oct 2023
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP Jingwei Ni Zhijing Jin Qian Wang Mrinmaya Sachan Markus Leippold AIFin 66 6 0 23 May 2023
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022 Fiona Anting Tan Hansi Hettiarachchi Ali Hurriyetouglu Tommaso Caselli Onur Uca Farhana Ferdousi Liza Nelleke Oostdijk 68 27 0 22 Nov 2022
Trust in Language Grounding: a new AI challenge for human-robot teams David M. Bossens C. Evers 90 1 0 05 Sep 2022
UniCausal: Unified Benchmark and Repository for Causal Text Mining Fiona Anting Tan Xinyu Zuo See-Kiong Ng CML 34 9 0 19 Aug 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 88 16 0 15 Apr 2022
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents Gunjan Haldar Aman Mittal Pradyumna Gupta 16 1 0 31 Oct 2021
NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Network for Better Cause-Effect Span Detection Fiona Anting Tan See-Kiong Ng CML 32 5 0 06 Oct 2021
IIT_kgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports Arka Mitra Harshvardhan Srivastava Yugam Tiwari 23 0 0 16 Nov 2020