Accepted Papers

  1. BAID: A Benchmark for Bias Assessment of AI Detectors
    Priyam Basu, Yunfeng Zhang, Vipul Raheja
    Archival
  2. Small Language Models for the Democratization of Financial Literacy: Challenges and Opportunities
    Tagore Rao Kosireddy, Jeffrey David Wall, Evan Lucas
    Archival
  3. From Understanding to Engagement: Personalized pharmacy Video Clips via Vision Language Models (VLMs)
    Suyash Mishra, Qiang Li, Anubhav Girdhar, Srikanth Patil
    Archival
  4. A Versatile Multi-Modal Agent for Rare Disease Diagnosis and Risk Gene Prioritization
    Tianyu Liu, Wangjie Zheng, Weihao Xuan, Rui Yang, Botao Yu, Kexin Huang, Nan Liu, Hongyu Zhao
    Non-archival
  5. Evaluating Customized vs. Generalist Transformer-based Models for Legal Contract Classification
    Amrita Singh, H. Suhan Karaca, Aditya Joshi, Hye-young Paik, Jiaojiao Jiang
    Archival
  6. Personalizing News Headlines with Retrieval-Augmented Generation
    Jiajing Wan, Samia Touileb, Lubos Steskal, Lilja Øvrelid
    Archival
  7. FD-RAG: Federated Dual-System Retrieval-Augmented Generation
    Tianhao Gao, Kai Yang, Yiyang Li
    Non-archival
  8. Building Multi-turn Intent Classification with LLM-based Labeling
    Kaiqi Bian, biancen xie, Jai Ranjan Singh Gusain, Manikandarajan Ramanathan, Rajashekar Maragoud
    Archival
  9. Cross-Tokenizer LLM Distillation through a Byte-Level Interface
    Avyav Kumar Singh, Yen-Chen Wu, Alexandru Cioba, Alberto Bernacchia, Davide Buffelli
    Archival
  10. Fine-grained Readability Controlled Summarization of Scientific Documents via Control Vectors
    Isabel Cachola, Kuleen Sasse, Mark Dredze
    Archival
  11. Building a Custom Taxonomy of AI Skills and Tasks from the Ground Up with Job Postings
    Stephen Meisenbacher, Peter Norlander
    Archival
  12. Using Topological Data Analysis to Characterize the Layers of Language Models Before and After Word Substitution Attacks
    Adam Tang, Catherine Liu, Kimberly Lopez, Shreya Subramanian, Leif Zinn-Brooks, Alexia E. Schulz, Adaku Uchendu
    Archival
  13. Customizing ASR for Language Documentation and Resource Prioritization
    Alexandra Fort, Shobhana Lakshmi Chelliah
    Archival
  14. Improving Medical Hallucination Detection with System Combination and Rule-based Customization
    Jonathan Lasko, Damianos Karakos, Francis Keith
    Archival
  15. Asking the Right Questions: Can expert-prompted LLMs reformulate legal queries from non-experts?
    Katherine Atwell, Morgan A. Gray, Jaromir Savelka, Len Rial, Sera Linardi, Malihe Alikhani
    Archival
  16. Hint-Assisted Reasoning: Improving Mathematical Problem Solving in Small Language Models
    Jawad Hossain, Xiangyu Guo, Jiawei Zhou, Chong Liu
    Non-archival
  17. When Valid Signals Fail: Regime Boundaries Between LLM Features and RL Trading Policies
    Zhengzhe Yang
    Archival
  18. Unintended Effects of Geographic Conditioning in Large Language Models
    Naz Col, David M. Chan
    Archival
  19. Efficiency vs. Verifiability in Evidence-Aware RAG: Does Prompt Compression Preserve Citation Grounding?
    Aiyu Li, Qian Peng, Bin Chen
    Archival
  20. Who's Asking? Simulating Role-Based Questions for Conversational AI Evaluation
    Navreet Kaur, Hoda Ayad, Hayoung Jung, Shravika Mittal, Munmun De Choudhury, Tanu Mitra
    Non-archival
  21. When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges
    Parth Darshan, Abhishek Divekar
    Archival
  22. Low-resource Authorship Style Transfer via Dynamic Style Inference and Parameter Modulation
    Jongkyung Shin, Minguk Jeon, ChanWooPark, Chiehyeon Lim
    Non-archival