Papers
DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction
Sudeshna Jana, Tirthankar Dasgupta, Manjira Sinha et al.
D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval
Jaeyoung Kim, Dohyeon Lee, Soona Hong et al.
CODMAS: A Dialectic Multi-Agent Collaborative Framework for Structured RTL Optimization
Che-Ming Chang, Prashanth Vijayaraghavan, Ashutosh Jadhav et al.
MIRAGE: Metadata-guided Image Retrieval and Answer Generation for E-commerce Troubleshooting
Rishav Sahay, Lavanya Sita Tekumalla, Anoop Saladi
ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs
Hangyeol Yoo, ChangSu Choi, Minjun Kim et al.
Long-Context Long-Form Question Answering for Legal Domain
Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha et al.
DIALECTIC: A Multi-Agent System for Startup Evaluation
Jae Yoon Bae, Simon Malberg, Joyce Ann Clarize Galang et al.
Toward Automatic Delegation Extraction in Japanese Law
Tsuyoshi Fujita, Yuya Sawada, Yusuke Sakai et al.
Synthesizing question answering data from financial documents: An End-to-End Multi-Agent Approach
Chetan Harsha, Karmvir Singh Phogat, Sridhar Dasaratha et al.
IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages
Priyaranjan Pattnayak, Sanchari Chowdhuri
Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning
Minseok Kim, Jingxiang Chen, Seong-Gyun Leem et al.
PROBES : Performance and Relevance Observation for BEtter Search
Sejal Jain, Cyrus Andre DSouza, Jitenkumar Babubhai Rana et al.
Assertion-Conditioned Compliance: A Provenance-Aware Vulnerability in Multi-Turn Tool-Calling Agents
Daud Waqas, Aaryamaan Golthi, Erika Hayashida et al.
Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises
Guilherme Drummond Lima, Adriano Veloso
Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework
Xinle Pang, Danding Wang, Qiang Sheng et al.
The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems
Devang Kulshreshtha, Wanyu Du, Raghav Jain et al.
Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging
Alphaeus Dmonte, Vidhi Gupta, Daniel J Perry et al.
LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts
Seyedali Mohammadi, Manas Paldhe, Amit Chhabra et al.
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