Papers
Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation
Hunter Heidenreich, Ratish Dalvi, Nikhil Verma et al.
CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding
Johannes Kirmayr, Lukas Stappen, Phillip Schneider et al.
Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI
Yuya Asano, Sabit Hassan, Paras Sharma et al.
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud
Yuanhao Yue, Chengyu Wang, Jun Huang et al.
Where do LLMs Encode the Knowledge to Assess the Ambiguity?
Hancheol Park, Geonmin Kim
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM
Yiran Xie, Debin Xiao, Ping Wang et al.
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator
Frederic Kirstein, Terry Ruas, Bela Gipp
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems
Mansi Rana, Kadri Hacioglu, Sindhuja Gopalan et al.
LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR
Changwoo Chun, Daniel Rim, Juhee Park
Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic
Silvana Yakhni, Ali Chehab
Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs
Asli Umay Ozturk, Recep Firat Cekinel, Pinar Karagoz
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks
Munief Hassan Tahir, Sana Shams, Layba Fiaz et al.
Structured Information Extraction from Nepali Scanned Documents using Layout Transformer and LLMs
Aayush Neupane, Aayush Lamichhane, Ankit Paudel et al.
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning
Omkar Khade, Shruti Jagdale, Abhishek Phaltankar et al.
1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs
Jebish Purbey, Siddartha Pullakhandam, Kanwal Mehreen et al.
Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection
Joshua Lee, Wyatt Fong, Alexander Le et al.
The Theater Stage as Laboratory: Review of Real-Time Comedy LLM Systems for Live Performance
Piotr Mirowski, Kory Mathewson, Boyd Branch
Gaeilge Bhriste ó Shamhlacha Cliste: How Clever Are LLMs When Translating Irish Text?
Teresa Clifford, Abigail Walsh, Brian Davis et al.
Sources of Disagreement in Data for LLM Instruction Tuning
Russel Dsouza, Venelin Kovatchev
Automating Annotation Guideline Improvements using LLMs: A Case Study
Adrien Bibal, Nathaniel Gerlek, Goran Muric et al.
Chat Bankman-Fried: an Exploration of LLM Alignment in Finance
Claudia Biancotti, Carolina Camassa, Andrea Coletta et al.
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs
Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren