COLING 2025

1,226 papers

Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection

Karla Schaefer, Martin Steinebach

Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text?

Claudiu Creanga, Teodor-George Marchitan, Liviu P. Dinu

SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models

Mihaly Kiss, Gábor Berend

TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts

Gull Mehak, Amna Qasim, Abdul Gafar Manuel Meque, Nisar Hussain, Grigori Sidorov

L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text?

Hanh Thi Hong Tran, Nguyen Tien Nam

DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features

Zhaowen Zhang, Songhao Chen, Bingquan Liu

I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text

Kaan Efe Keleş, Ömer Kaan Gürbüz, Mucahid Kutlu

Text Graph Neural Networks for Detecting AI-Generated Content

Andric Valdez-Valenzuela, Helena Gómez-adorno, Manuel Montes-y-Gómez

DAMAGE: Detecting Adversarially Modified AI Generated Text

Elyas Masrour, Bradley N. Emi, Max Spero

The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots

Vasudha Varadarajan, Salvatore Giorgi, Siddharth Mangalik, Nikita Soni, Dave M. Markowitz

GPT-4 is Judged More Human than Humans in Displaced and Inverted Turing Tests

Ishika M. Rathi, Sydney Taylor, Benjamin Bergen, Cameron Jones

Your Large Language Models are Leaving Fingerprints

Hope McGovern, Rickard Stureborg, Yoshi Suhara, Dimitris Alikaniotis

Cross-table Synthetic Tabular Data Detection

G. Charbel N. Kindji, Lina M. Rojas Barahona, Elisa Fromont, Tanguy Urvoy

Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs

Shushanta Pudasaini, Luis Miralles, David Lillis, Marisa Llorens Salvador

Mirror Minds : An Empirical Study on Detecting LLM-Generated Text via LLMs

Josh Baradia, Shubham Gupta, Suman Kundu

Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts

Philipp Moeßner, Heike Adel

SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs

Aldan Creo, Shushanta Pudasaini

300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models

Artem Agarkov, Mihail Kulik, Leonid Shmyrkov

Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework

You Wang, Jingyi Wei, Mingsong Ye

FinNLP-FNP-LLMFinLegal @ COLING 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge

Yangyang Yu, Haohang Li, Yupeng Cao, Keyi Wang, Zhiyang Deng

Adapt LLM for Multi-turn Reasoning QA using Tidy Data

Jan Strich

Fin-DBQA Shared-task: Database Querying and Reasoning

Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Hiroya Takamura, Ryutaro Ichise

IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation

Shijia Jiang, Yongfu Dai, Haochen Jia, Yuxin Wang, Hao Wang

FinNLP-FNP-LLMFinLegal-2025 Shared Task: Regulations Challenge

Keyi Wang, Jaisal Patel, Charlie Shen, Daniel Kim, Andy Zhu

FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE

Pantid Chantangphol, Pornchanan Balee, Kantapong Sucharitpongpan, Chanatip Saetia, Tawunrat Chalothorn

Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit

Jiajia Huang, Maowei Jiang, Haoran Zhu

A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts.

Santiago Martínez, Juan Manuel Castañeda, Rubén Manrique

Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection

Yupeng Cao, Haohang Li, Yangyang Yu, Shashidhar Reddy Javaji

Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models

Harika Abburi, Alex Chandler, Edward Bowen, Sanmitra Bhattacharya, Nirmala Pudota

GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification

Alphaeus Dmonte, Roland R. Oruche, Marcos Zampieri, Eunmi Ko, Prasad Calyam

1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains

Jebish Purbey, Siddhant Gupta, Nikhil Manali, Siddartha Pullakhandam, Drishti Sharma

Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation

Dongjun Lee, Heesoo Park

Team FMD LLM at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance

Ken Kawamura

Ask Asper at the Financial Misinformation Detection Challenge Task: Enhancing Financial Decision-Making: A Dual Approach Using Explainable LLMs for Misinformation Detection

Sonal Singh, Rahul Mehta, Yadunath Gupta, Soudip Roy Chowdhury

FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation

Zheyang Luo, Guangbin Zhang, Jiahao Xiao, Xuankang Zhang, Yulin Dou

FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task

Zhiwei Liu, Keyi Wang, Zhuo Bao, Xin Zhang, Jiping Dong

Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask

Marcelo Jose Moreno Aviles, Alejandro Vaca

PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning

Medha Jeenoor, Madiha Aziz, Saipriya Dipika Vaidyanathan, Avijit Samantraya, Sandeep Mathias

Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs

Georg Niess, Houssam Razouk, Stasa Mandic, Roman Kern

Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models

Pulkit Chatwal, Amit Agarwal, Ankush Mittal

Sarang at FinCausal 2025: Contextual QA for Financial Causality Detection Combining Extractive and Generative Models

Avinash Trivedi, Gauri Toshniwal, Sivanesan Sangeetha, S.R. Balasundaram

CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain

Vibhavkrishnan K S, Pattabhi RK Rao, Sobha Lalitha Devi

Exploring the Effectiveness of Multilingual and Generative Large Language Models for Question Answering in Financial Texts

Ali Al-Laith

KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning

Neelesh Kumar Shukla, Sandeep Singh, Prabhat Kumar Prabhakar, Sakthivel Thangaraj, Weiyi Sun

The Financial Document Causality Detection Shared Task (FinCausal 2025)

Antonio Moreno Sandoval, Blanca Carbajo Coronado, Jordi Porta Zamorano, Yanco Amor Torterolo Orta, Doaa Samy

AMWAL: Named Entity Recognition for Arabic Financial News

Muhammad S. Abdo, Yash Hatekar, Damir Cavar

Can Large language model analyze financial statements well?

Xinlin Wang, Mats Brorsson

Generating Financial News Articles from Factors of Stock Price Rise / Decline by LLMs

Shunsuke Nishida, Takehito Utsuro

The contribution of LLMs to relation extraction in the economic field

Mohamed Ettaleb, Mouna Kamel, Nathalie Aussenac-Gilles, Véronique Moriceau

Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers

Yuxiang Wang, Yuchi Wang, Yi Liu, Ruihan Bao, Keiko Harimoto

Financial Named Entity Recognition: How Far Can LLM Go?

Yi-Te Lu, Yintong Huo

Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction

Zhiyu Xu, Yi Liu, Yuchi Wang, Ruihan Bao, Keiko Harimoto

CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data

Sixing Yan, Ting Zhu

Investigating the effectiveness of length based rewards in DPO for building Conversational Financial Question Answering Systems

Anushka Yadav, Sai Krishna Rallabandi, Parag Pravin Dakle, Preethi Raghavan

Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs

Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren

AveniBench: Accessible and Versatile Evaluation of Finance Intelligence

Mateusz Klimaszewski, Pinzhen Chen, Liane Guillou, Ioannis Papaioannou, Barry Haddow

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain

Benno Uthayasooriyar, Antoine Ly, Franck Vermet, Caio Corro

Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach

Cheng-Yu Lin, Jyh-Shing Jang

Synthetic Data Generation Using Large Language Models for Financial Question Answering

Chetan Harsha, Karmvir Singh Phogat, Sridhar Dasaratha, Sai Akhil Puranam, Shashishekar Ramakrishna

Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting

Alexei Gustavo Figueroa Rosero, Paul Grundmann, Julius Freidank, Wolfgang Nejdl, Alexander Loeser

Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain

Sunisth Kumar, Mohammed ElKholy, Davide Liu, Alexandre Boulenger

FinMoE: A MoE-based Large Chinese Financial Language Model

Xuanyu Zhang, Qing Yang

BuDDIE: A Business Document Dataset for Multi-task Information Extraction

Dongsheng Wang, Ran Zmigrod, Mathieu J. Sibue, Yulong Pei, Petr Babkin

GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation

Neelesh Kumar Shukla, Prabhat Prabhakar, Sakthivel Thangaraj, Sandeep Singh, Weiyi Sun

Chat Bankman-Fried: an Exploration of LLM Alignment in Finance

Claudia Biancotti, Carolina Camassa, Andrea Coletta, Oliver Giudice, Aldo Glielmo

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types

Neelabh Sinha, Vinija Jain, Aman Chadha

TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life

Hsin-Yi Hsieh, Shang Wei Liu, Chang Chih Meng, Shuo-Yueh Lin, Chen Chien-Hua

Persian in a Court: Benchmarking VLMs In Persian Multi-Modal Tasks

Farhan Farsi, Shahriar Shariati Motlagh, Shayan Bali, Sadra Sabouri, Saeedeh Momtazi

LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model

Tao Sun, Oliver Liu, JinJin Li, Lan Ma

If I feel smart, I will do the right thing: Combining Complementary Multimodal Information in Visual Language Models

Yuyu Bai, Sandro Pezzelle

CVT5: Using Compressed Video Encoder and UMT5 for Dense Video Captioning

Mohammad Javad Pirhadi, Motahhare Mirzaei, Sauleh Eetemadi

A Dataset for Programming-based Instructional Video Classification and Question Answering

Sana Javaid Raja, Adeel Zafar, Aqsa Shoaib

Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets

Alec Sánchez-Montero, Gemma Bel-Enguix, Sergio-luis Ojeda-trueba, Gerardo Sierra

Ambiguity and Disagreement in Abstract Meaning Representation

Shira Wein

Automating Annotation Guideline Improvements using LLMs: A Case Study

Adrien Bibal, Nathaniel Gerlek, Goran Muric, Elizabeth Boschee, Steven C. Fincke

ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting

Ying Xuan Loke, Dominik Schlechtweg, Wei Zhao

MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification

Tai Duc Le, Thin Dang Van

JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements

Zhu Liu, Zhen Hu, Ying Liu

FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression

Phuoc Duong Huy Chu

Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives

Olufunke O. Sarumi, Charles Welch, Lucie Flek, Jörg Schlötterer

GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments

David Alfter, Mattias Appelgren

Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data

Tejaswi Choppa, Michael Roth, Dominik Schlechtweg

Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need

Mikhail Kuklin, Nikolay Arefyev

CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments

Dominik Schlechtweg, Tejaswi Choppa, Wei Zhao, Michael Roth

Sources of Disagreement in Data for LLM Instruction Tuning

Russel Dsouza, Venelin Kovatchev

On Crowdsourcing Task Design for Discourse Relation Annotation

Frances Yung, Vera Demberg

Is a bunch of words enough to detect disagreement in hateful content?

Giulia Rizzi, Paolo Rosso, Elisabetta Fersini

Gaeilge Bhriste ó Shamhlacha Cliste: How Clever Are LLMs When Translating Irish Text?

Teresa Clifford, Abigail Walsh, Brian Davis, Mícheál J. Ó Meachair

Fotheidil: an Automatic Transcription System for the Irish Language

Liam Lonergan, Ibon Saratxaga, John Sloan, Oscar Maharg Bravo, Mengjie Qian

A Pragmatic Approach to Using Artificial Intelligence and Virtual Reality in Digital Game-Based Language Learning

Monica Ward, Liang Xu, Elaine Uí Dhonnchadha

Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion

William Lamb, Dongge Han, Ondrej Klejch, Beatrice Alex, Peter Bell

An Assessment of Word Separation Practices in Old Irish Text Resources and a Universal Method for Tokenising Old Irish Text

Adrian Doyle, John P. McCrae

Word boundaries and the morphology-syntax trade-off

Pablo Mosteiro, Damian Blasi

Leveraging AI to Bridge Classical Arabic and Modern Standard Arabic for Text Simplification

Shatha Altammami

MASAQ Parser: A Fine-grained MorphoSyntactic Analyzer for the Quran

Majdi Sawalha, Faisal Alshargi, Sane Yagi, Abdallah T. AlShdaifat, Bassam Hammo

Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models

Khubaib Amjad Alam, Maryam Khalid, Syed Ahmed Ali, Haroon Mahmood, Qaisar Shafi

Automated Translation of Islamic Literature Using Large Language Models: Al-Shamela Library Application

Mohammad Mohammad Khair, Majdi Sawalha

Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval

Vera Pavlova

Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language

Rashin Rahnamoun, Ramin Rahnamoun

Messages from the Quran and the Bible in Mandarin through Factor Analysis with Syntactic and Semantic Tags

Kuanlin Liu