Papers
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.
HotelQuEST: Balancing Quality and Efficiency in Agentic Search
Guy Hadad, Shadi Iskander, Sofia Tolmach et al.
Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence
Sumanth Balaji, Piyush Mishra, Aashraya Sachdeva et al.
Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs
Subhadip Nandi, Tanishka Agarwal, Anshika Singh et al.
Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot
Daniel González Juclà, Mohit Tuteja, Marcos Esteve Casademunt et al.
Beyond Unified Models: A Service-Oriented Approach to Low Latency, Context Aware Phonemization for Real Time TTS
Mahta Fetrat Qharabagh, Donya Navabi, Zahra Dehghanian et al.
Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs
Sandeep Mishra, Devichand Budagam, Anubhab Mandal et al.
MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA
Adil Bahaj, Mounir Ghogho