Papers
Recon, Answer, Verify: Agents in Search of Truth
Satyam Shukla, Himanshu Dutta, Pushpak Bhattacharyya
GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation
Himanshu Dutta, Sunny Manchanda, Prakhar Bapat et al.
ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining
Seonwu Kim, Yohan Na, Kihun Kim et al.
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation
Devleena Das, Rajeev Patwari, Ashish Sirasao
<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates
Sachin Kumar Giroh, Pushpendu Ghosh, Aryan Jain et al.
Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval
Yohan Lee, Yongwoo Song, Sangyeop Kim
pEBR: A Probabilistic Approach to Embedding Based Retrieval
Han Zhang, Yunjiang Jiang, Mingming Li et al.
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.