Papers
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
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference
Sai Gokhale, Devleena Das, Rajeev Patwari et al.
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code
Shima Imani, Seungwhan Moon, Adel Ahmadyan et al.
SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning
Akshay Verma, Swapnil Gupta, Deepak Gupta et al.
Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines
Jean Seo, Gibaeg Kim, Kihun Shin et al.
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents
Minjia Wang, Yunfeng Wang, Xiao Ma et al.
Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports
Nikita Neveditsin, Pawan Lingras, Salil Patil et al.
From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation
Bhavik Agarwal, Nidhi Bendre, Viktoria Rojkova
SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System
Heedou Kim, Changsik Kim, Sanghwa Shin et al.
Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration
Guangxin Wu, Hao Zhang, Zhang Zhibin et al.
Colorism in Multimodal AI: An Empirical Exploration of Socioeconomic Linguistic Bias in Text-to-Image Generation
Raj Gaurav Maurya, Vaibhav Shukla, Sreedath Panat
Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models
Jeongwoo Lee, Baek Duhyeong, Eungyeol Han et al.
TimeRes: A Turkish Benchmark For Evaluating Temporal Understanding of Large Language Models
Habib Yağız Demir, Ümit Atlamaz, Susan Üsküdarlı
What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing
Josef Pichlmeier, Sebastian Nicolas Mueller, Jakob Sturm et al.
Pioneering Bot Detection on Polish Reddit at the Comment Level
Karmela Matyjaszek
An Evaluation of Classifiers for Mapping Generative LLM Responses to Answer Options of Multiple-choice Questionnaires
Alisea Stroligo, Anna Shamray, Julian Schelb et al.
Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied AI Commands on VLA Models
Andrey Moskalenko, Daria Pugacheva, Denis Shepelev et al.