Papers
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
Xiangfeng Wang, Xiao Li, Yadong Wei et al.
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction
Anubhav Shrimal, Aryan Jain, Soumyajit Chowdhury et al.
Quality Assessment of Tabular Data using Large Language Models and Code Generation
Ashlesha Akella, Akshar Kaul, Krishnasuri Narayanam et al.
Z1: Efficient Test-time Scaling with Code
Zhaojian Yu, Yinghao Wu, Yilun Zhao et al.
High-Quality Medical Dialogue Synthesis for Improving EMR Generation
Chengze Ge, Yu Xu, Qi Shao et al.
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
Fei Zhao, Chonggang Lu, Wangyue et al.
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients
Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov et al.
CTR-Guided Generative Query Suggestion in Conversational Search
Erxue Min, Hsiu-Yuan Huang, Xihong Yang et al.
JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes
Yuya Sawada, Hiroki Ouchi, Yuichiro Yasui et al.
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback
Shashank Kirtania, Naman Gupta, Priyanshu Gupta et al.
Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression
Yi Zhang, Kai Zhang, Zheyang Li et al.
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering
André Melo, Enting Chen, Pavlos Vougiouklis et al.
Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding
Jinhyeong Lim, Jeongwan Shin, Seeun Lee et al.
Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement
Haotan Guo, Jianfei He, Jiayuan Ma et al.
Semantic Agreement Enables Efficient Open-Ended LLM Cascades
Duncan Soiffer, Steven Kolawole, Virginia Smith
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
Aosong Feng, Balasubramaniam Srinivasan, Yun Zhou et al.
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models
He Zhu, Junyou Su, Minxin Chen et al.
T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning
Vignesh Ethiraj, Ashwath D, Sidhanth Menon et al.
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.