Papers
Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction
Bryan Zhang, Suleiman A. Khan, SteCphan Walter
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents
Zhao Wang, Bowen Chen, Yotaro Shimose et al.
Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study
Justyna Gromada, Alicja Kasicka, Ewa Komkowska et al.
CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation
Nicolas Bougie, Narimawa Watanabe
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications
Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda et al.
Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions
Jihang Li, Bing Xu, Zulong Chen et al.
Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation
Moy Yuan, Han-Chin Shing, Mitch Strong et al.
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models
Yungi Kim, Hyunsoo Ha, Seonghoon Yang et al.
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda et al.
Aligning LLMs for Multilingual Consistency in Enterprise Applications
Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel et al.
Generative Reviewer Agents: Scalable Simulacra of Peer Review
Nicolas Bougie, Narimawa Watanabe
Audio Query Handling System with Integrated Expert Models and Contextual Understanding
Naveen Vakada, Arvind Krishna Sridhar, Yinyi Guo et al.
PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech
Michel Wong, Ali Alshehri, Sophia Kao et al.
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method
Yuheng Li, Jiechao Gao, Wei Han et al.
VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios
Minyi Zhao, Yi Liu, Jianfeng Wen et al.
CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine
Hanmeng Zhong, Linqing Chen, Wentao Wu et al.
SAGE: A Generic Framework for LLM Safety Evaluation
Madhur Jindal, Hari Shrawgi, Parag Agrawal et al.
RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning
Deyi Ji, Yuekui Yang, Liqun Liu et al.
Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp
Nina Smirnova, Muhammad Ahsan Shahid, Philipp Mayr
SlackAgents: Scalable Collaboration of AI Agents in Workspaces
Zhiwei Liu, Weiran Yao, Zuxin Liu et al.
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
Ziyang Miao, Qiyu Sun, Jingyuan Wang et al.
BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment
Kinda Altarbouch, Khalid N. Elmadani, Ossama Obeid et al.
Bratly: A Python Extension for BRAT Functionalities
Jamil Zaghir, Jean-Philippe Goldman, Nikola Bjelogrlic et al.
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
Maosheng Qin, Renyu Zhu, Mingxuan Xia et al.
PDFMathTranslate: Scientific Document Translation Preserving Layouts
Rongxin Ouyang, Chang Chu, Zhikuang Xin et al.