Papers
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
Yi Shen, Jian Zhang, Jieyun Huang et al.
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding
Sanya A. Chetwani, Jaseem Mahmmdla
Enhancing Persuasive Dialogue Agents by Synthesizing Cross‐Disciplinary Communication Strategies
Shinnosuke Nozue, Yuto Nakano, Yotaro Watanabe et al.
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering
Steve Bakos, Chen Xing, Heidar Davoudi et al.
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training
Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh et al.
Generalized Embedding Models for Industry 4.0 Applications
Christodoulos Constantinides, Shuxin Lin, Dhaval C Patel
DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications
Joachim Daiber, Victor Maricato, Ayan Sinha et al.
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts
Anwesan Pal, Karen Hovsepian, Tinghao Guo et al.
BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking
Kanishk Verma, Sri Balaaji Natarajan Kalaivendan, Arefeh Kazemi et al.
Depression Detection on Social Media with Large Language Models
Xiaochong Lan, Zhiguang Han, Yiming Cheng et al.
Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs
Qi Gou, Zehua Xia, Li Juan et al.
VestaBench: An Embodied Benchmark for Safe Long-Horizon Planning Under Multi-Constraint and Adversarial Settings
Tanmana Sadhu, Yanan Chen, Ali Pesaranghader
AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling
Yunhan Huang, Klevis Ramo, Andrea Iovine et al.
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification
Huike Zou, Haiyang Yang, Yindu Su et al.
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
Ahmed Masry, Megh Thakkar, Patrice Bechard et al.
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System
Hui Yi Leong, Yuheng Li, Yuqing Wu et al.
Leveraging LLMs to Streamline the Review of Public Funding Applications
João DS Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho et al.
LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators
Mateusz Lango, Ondrej Dusek
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
Weizhi Zhang, Liangwei Yang, Wooseong Yang et al.
Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback
Yisha Wu, Cen Zhao, Yuanpei Cao et al.
Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency
Aman Goel, Daniel Schwartz, Yanjun Qi
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources
Anh C. Pham, Mihir Thalanki, Michael Sun et al.
Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation
Anup Pattnaik, Sasanka Vutla, Hamvir Dev et al.
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
Fangyi Yu, Nabeel Seedat, Drahomira Herrmannova et al.