The 7th Financial Narrative Processing Workshop
LREC 2026 Workshop
LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank
Serhii Hamotskyi, Akash Kumar Gautam, Christian Hänig
When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents
Virginie Mouilleron, Théo Lasnier, Anna Mosolova, Djamé Seddah
CFQA: A Chinese Financial Question Answering Benchmark from Corporate Annual Reports
Tianning Zhu, Mo Liu, Murathan Kurfali
Verifiable Financial Enterprise Question Answering via Inference-Time Grounding and Traceability
Anubha Kabra, Katie Jooyoung Kim, Zhiwei Kou, Helene Sajer, Yimei Fan, Gabriel Martinez Vidiri
Environmental, Social and Governance Sentiment Analysis on Slovene News: A Novel Dataset and Models
Paula Dodig, Boshko Koloski, Katarina Sitar Šuštar, Senja Pollak, Matthew Purver
Not All News Is Equal: Topic- and Event-Conditional Sentiment from Finetuned LLMs for Aluminum Price Forecasting
Alvaro Paredes Amorin, Andre Python, Christoph Weisser
Flipper: An Extended Document-Level Financial Dataset for Training and Evaluation with Annotated Discourse Phenomena
Mariam Nakhlé, Rachel Atherly, Gabriela nicole Gonzalez Saez, Marco Dinarelli, Raheel Qader, Hervé Blanchon
TranslateGemma for ES-EN Financial Reports: Exploring Adaptability to Variable-Sized Contexts
Yanco Amor Torterolo Orta, Melina Chatzi, Antonio Moreno-Sandoval
LabelFusion: Fusing Large Language Models with Transformer Encoders for Robust Financial News Classification
Michael Schlee, Christoph Weisser, Timo Kivimäki, Melchizedek Mashiku, Benjamin Saefken
LLM-as-a-Judge Evaluation of Financial News Articles generated based on Factors of Stock Price Fluctuation
Yurina Kosai, Yucheng Xie, Rikuto Tsuchida, Takehito Utsuro
The Financial Document Causality Detection Shared Task (FinCausal 2026)
Antonio Moreno-Sandoval, Jordi Porta, Yanco Amor Torterolo Orta, Alexia Stanescu, Melina Chatzi, Sofía Roseti
Sheffield NLP at FinCausal 2026: A Comparative Study of RAG Approaches and Fine-Tuning for Causal Q&A in Financial Texts
Aali Abdullah Alqarni, Mark Stevenson, Arif Dwi Laksito
Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026
Akash Kumar Gautam, Serhii Hamotskyi, Christian Hänig
VERSA: Verbatim Extraction via Rephrasing and Self-Aggregation for Financial Causality
Aldan Jay, Rafael Berlanga, Yoelvis Moreno, Vicent Santamarta
SpanDiffusion: Flow Matching over Continuous Span Masks for Financial Causal Question Answering
Georg Niess, Roman Kern
Improving Verbatim Financial Causality Extraction with Supervised Fine-Tuning and Prompt Repetition
Sanae Attak
LeedsMEng26: Qwen + Gemini for FinCausal 2026 Causality Detection in Financial Narrative Texts
Zaid Shahrouri, Ayomide Ivienagbor, Idrees Asad, Rijul Shrestha, Yasemin Bal, Zahaab Nadeem
Financial Causal QA via Instruction and Prompt Tuning of Gemma3-12B
Avinash Trivedi, Chindukuri Mallikarjuna
QRAFT: QLoRA Retrieval-Augmented Fine-Tuning for Causal Span Extraction in Financial Documents
Bavya Sarda, Pulkit Chatwal, Sonal Dabral
Showing all 19 papers