Papers
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
Kushal Chawla, Chenyang Zhu, Pengshan Cai et al.
MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings
Jean-Philippe Corbeil, Minseon Kim, Maxime Griot et al.
Adapting Vision-Language Models for E-commerce Understanding at Scale
Matteo Nulli, Orshulevich Vladimir, Tala Bazazo et al.
SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models
Jiaojiao Han, Wujiang Xu, Mingyu Jin et al.
Enhancing User Safety: Context-Aware Detection of Offensive Query-Ad Pairs in Multimodal Search Advertising
Gaurav Kumar, Qiangjian Xi, Tanmaya Shekhar Dabral et al.
Feedback-Aware Prompt Optimization Framework for Generating Job Postings
Suraj Maharjan, Ainur Yessenalina, Srinivasan H. Sengamedu
Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement
Aaditya Shukla, Sidney Knowles, Meenakshi Madugula et al.
CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent
Aryan Jain, Pushpendu Ghosh, Promod Yenigalla
RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment
Diya Saha, Abhishek Bharadwaj Varanasi, Tirthankar Dasgupta et al.
VideoMind: Thinking in Steps for Long Video Understanding
Shubhang Bhatnagar, Renxiong Wang, Kapil Krishnakumar et al.
PatentVision: A multimodal method for drafting patent applications
Ruo Yang, Sai Krishna Reddy Mudhiganti, Manali Sharma
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets
Jiyuan Shen, Yuan Peiyue, Atin Ghosh et al.
ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation
Akshay Verma, Swapnil Gupta, Siddharth Pillai et al.
When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World
Karim Ghonim, Antonio Roberto, Davide Bernardi
EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms
Nguyen Xuan Phuc, Phi Nguyen Xuan, Vinh-Tiep Nguyen et al.
No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR
Meizhu Liu, Tao Sheng
Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks
Masaya Tsunokake, Yuta Koreeda, Terufumi Morishita et al.
MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation
Xiaotong Ye, Nicolas Bougie, Toshihiko Yamasaki et al.
BornoDrishti: Leveraging Vision Encoders and Domain-Adaptive Learning for Bangla OCR on Diverse Documents
S M Jishanul Islam, Md Mehedi Hasan, Masbul Haider Ovi et al.
Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization
Anum Afzal, Xueru Zheng, Florian Matthes
TAGQuant: Token-Aware Clustering for Group-Wise Quantization
Jaeseong Lee, Seung-won Hwang, Aurick Qiao et al.
TASER: Table Agents for Schema-guided Extraction and Recommendation
Nicole Cho, Kirsty Fielding, William Watson et al.