Accepted Industry Track Papers

• Boosting Decision-Making Ability of LLMs with Speculative Reward Model Cost-Effectively
  Jiawei Gu, Shangsong Liang
• RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning
  Deyi Ji, Yuekui Yang, Haiyang Wu, Shaoping Ma, Tianrun Chen, Lanyun Zhu
• DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models
  Chengyu Wang, Junbing Yan, Yuanhao Yue, Jun Huang
• SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation
  Nicolas Bougie, Narimawa Watanabe
• Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing
  Chen Wu, Yin Song
• MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
  Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen
• Towards Multi-System Log Anomaly Detection
  Boyang Wang, Runqiang Zang, Hongcheng Guo, Shun Zhang, Shaosheng Cao, Donglin Di, Zhoujun Li
• LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection
  Bo Qu, Zhurong Wang, Daisuke Yagi, Zhen Xu, Yang Zhao, Yinan Shan, Frank Zahradnik
• ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research
  Zhiyuan Wang, Bokui Chen, Yinya Huang, Qingxing Cao, Ming He, Jianping Fan, Xiaodan Liang
• Multi-Step Generation of Test Specifications using Large Language Models for System-Level Requirements
  Dragan Milchevski, Gordon Frank, Anna Hätty, Bingqing Wang, Xiaowei Zhou, Zhe Feng
• RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models
  Ahrii Kim
• SocialForge: simulating the social internet to provide realistic training against influence operations
  Ulysse Oliveri, Guillaume Gadek, Alexandre Dey, Benjamin Costé, Damien Lolive, Arnaud Delhay, Bruno Grilheres
• TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes
  Raj Sanjay Shah, Lei Xu, Qianchu Liu, Jon Burnsky, Andrew Bertagnolli, Chaitanya Shivade
• Run LoRA Run: Faster and Lighter LoRA Implementations
  Daria Cherniuk, Aleksandr Mikhalev, Ivan Oseledets
• Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models
  Somshubra Majumdar, Vahid Noroozi, Mehrzad Samadiarakhshbahar, Sean Narenthiran, Aleksander Ficek, Wasi Uddin Ahmad, Jocelyn Huang, Jagadeesh Balam, Boris Ginsburg
• NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model
  Yen-Ting Lin, Zhehuai Chen, Piotr Zelasko, Zhen Wan, Xuesong Yang, Zih-Ching Chen, Krishna C Puvvada, Ke Hu, Szu-Wei Fu, Jun Wei Chiu, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang, Chao-Han Huck Yang
• Generating OpenAPI Specifications from Online API Documentation with Large Language Models
  Koren Lazar, Matan Vetzler, Kiran Kate, Jason Tsay, David Boaz, Himanshu Gupta, Avraham Shinnar, Rohith D Vallam, David Amid, Esther Goldbraich, Jim Laredo, Ateret Anaby Tavor
• CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition
  Zejun Xie, Zhiqing Hong, Wenjun Lyu, Haotian Wang, Guang Wang, Desheng Zhang
• Arctic-TILT. Business Document Understanding at Sub-Billion Scale
  Łukasz Borchmann, Michał Pietruszka, Wojciech Jaśkowski, Dawid Jurkiewicz, Piotr Halama, Paweł Józiak, Łukasz Garncarek, Paweł Liskowski, Karolina Szyndler, Andrzej Gretkowski, Julita Ołtusek, Gabriela Nowakowska, Artur Zawłocki, Łukasz Duhr, Paweł Dyda, Michał Turski
• Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection
  Mykola Trokhymovych, Lydia Pintscher, Ricardo Baeza-Yates, Diego Sáez Trumper
• LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences
  Yusuke Hirota, Boyi Li, Ryo Hachiuma, Yueh-Hua Wu, Boris Ivanovic, Marco Pavone, Yejin Choi, Yu-Chiang Frank Wang, Yuta Nakashima, Chao-Han Huck Yang
• CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction
  Harsh Maheshwari, Srikanth Tenneti, Alwarappan Nakkiran
• Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond
  Liang Wen, Yunke Cai, Fenrui Xiao, Xin He, Qi An, zhenyu duan, Yimin Du, Junchen Liu, Tanglifu, Xiaowei Lv, Haosheng Zou, Yongchao DENG, Shousheng Jia, Xiangzheng Zhang
• Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing
  Alvaro Zaera, Diana Nicoleta Popa, Ivan Sekulic, Paolo Rosso
• Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems
  Winstead Zhu, Ann Clifton, Azin Ghazimatin, Edgar Tanaka, Ward Ronan
• A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
  Antonino Angi, Liubov Nedoshivina, Alessio Sacco, Stefano Braghin, Mark Purcell
• TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
  Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
• LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions
  Yejin Kwon, Daeun Moon, Youngje Oh, Hyunsoo Yoon
• Model Merging for Knowledge Editing
  Zichuan Fu, Xian Wu, Guojing Li, Yingying Zhang, Yefeng Zheng, Tianshi Ming, Yejing Wang, Wanyu Wang, Xiangyu Zhao
• HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search
  Fuwei Zhang, Xiaoyu Liu, Jia Xinyu, Yingfei Zhang, Zenghua Xia, Fei Jiang, Fuzhen Zhuang, Wei Lin, Zhao Zhang
• Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code
  Geonmo Gu, Jaeho Kwak, Haksoo Moon, Hyun Seung Shim, Yu Jin Kim, Byoungjip Kim, Moontae Lee, Hyejeong Jeon
• Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings
  Simone Filice, Guy Horowitz, David Carmel, Zohar Karnin, Liane Lewin-Eytan, Yoelle Maarek
• Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers
  Federico Raspanti, Tanir Özçelebi, Mike Holenderski
• AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization
  Abhinav Gupta, Devendra Singh, Greig Cowan, N Kadhiresan, Siddharth Srivastava, Sriraja Yagneswaran, Yoages Kumar Mantri
• RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification
  Praphul Singh, Charlotte Dzialo, Jangwon Kim, Sumana Srivatsa, Irfan Bulu, Sri Gadde, Krishnaram Kenthapadi
• Conceptual Diagnostics for Knowledge Graphs and Large Language Models
  Rosario Uceda Sosa, Maria Chang, Karthikeyan Natesan Ramamurthy, Moninder Singh
• QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines
  Ohjoon kwon, Changsu Lee, Jihye Back, Lim Sun Suk, Inho Kang, Donghyeon Jeon
• Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
  Yinghui Li, Shang Qin, Jingheng Ye, Haojing Huang, Yangning Li, Shu-Yu Guo, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
• EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices
  Jiyu Chen, Shuang Peng, Daxiong Luo, Fan Yang, Renshou Wu, Fangyuan Li, Xiaoxin Chen
• To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems
  Daniel Rim, Minsoo Cho, Changwoo Chun, Jaegul Choo
• Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai
  Yizhong Geng, Jizhuo Xu, Zeyu Liang, Jinghan Yang, Xiaoyi Shi, Xiaoyu Shen
• ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry
  Junjie Jiang, Haodong Wu, Yongqi Zhang, Songyue Guo, Bingcen Liu, Caleb Chen Cao, Ruizhe Shao, Chao Guan, Peng Xu, Lei Chen
• Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading
  Nicholas Sadjoli, Tim Siefken, Atin Ghosh, Yifan Mai, Daniel Dahlmeier
• Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models
  George Kour, Itay Nakash, Michal Shmueli-Scheuer, Ateret Anaby Tavor
• Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery
  Sounak Lahiri, Sumit Pai, Tim Weninger, Sanmitra Bhattacharya
• LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law
  Santosh T.Y.S.S, Mahmoud Aly, Oana Ichim, Matthias Grabmair
• Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications
  Daniel Zagyva, Emmanouil Stergiadis, Laurens van der Maas, Aleksandra Dokic, Eran Fainman, Ilya Gusev, Moran Beladev
• Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs
  Maxime Delmas, Magdalena Wysocka, Danilo Gusicuma, Andre Freitas
• Proactive Guidance of Multi-Turn Conversation in Industrial Search
  Xiaoyu Li, Xiao Li, Li Gao, Yiding Liu, Xiaoyang Wang, Shuaiqiang Wang, Junfeng Wang, Dawei Yin
• SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models
  Karan Dua, Puneet Mittal, Ranjeet Gupta, Hitesh Laxmichand Patel
• Privacy Preserving Data Selection for Bias Mitigation in Speech Models
  Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
• ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry
  Qinwen Chen, Wenbiao Tao, Zhiwei Zhu, Mingfan Xi(mingfan.xmf@alibaba-inc.com), Liangzhong Guo(liangzhong.glz@alibaba-inc.com), Yuan Wang(jingxuan.wy@alibaba-inc.com), Wei Wang, Yunshi Lan
• PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework
  He Zhu, Guanhua Chen, Wenjia Zhang
• FoodTaxo: Generating Food Taxonomies with Large Language Models
  Pascal Wullschleger, Majid Zarharan, Donnacha Daly, Marc Pouly, Jennifer Foster
• Enriching children’s stories with LLMs: Delivering multilingual data enrichment for children’s books at scale and across markets
  Zarah Weiss, Christof Meyer, Mikael Andersson
• Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing
  Simerjot Kaur, Charese Smiley, Keshav Ramani, Elena Kochkina, Mathieu Sibue, Samuel Mensah, Pietro Totis, Cecilia Tilli, Toyin Aguda, Daniel Borrajo, Manuela Veloso
• Semantic Outlier Removal with Embedding Models and LLMs
  M. Eren Akbiyik, João Almeida, Rik Melis, Ritu Sriram, Viviana Petrescu, Vilhjálmur Vilhjálmsson
• SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes
  Nicole Ren, James Teo
• A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant
  Sunjun Kweon, Sooyohn Nam, Hyunseung Lim, Hwajung Hong, Edward Choi
• Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes?
  Jimmy Lin
• Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation
  Zixuan Wang, jinghao shi, Hanzhong Liang, Xiang Shen, Vera Wen, Zhiqian Chen, Yifan Wu, Zhixin Zhang, Hongyu Xiong
• ASK: Aspects and Retrieval based Hybrid Clarification in Task Oriented Dialogue Systems
  Rishav Sahay, Lavanya Sita Tekumalla, Purav Aggarwal, Arihant Jain, Anoop Saladi
• LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents
  Nikhil Verma, Manasa Bharadwaj
• MotiR: Motivation-aware Retrieval for Long-Tail Recommendation
  Kaichen Zhao, Mingming Li, Haiquan Zhao, Kuien Liu, Zhixu Li, Xueying Li
• A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records
  Shubham Agarwal, Thomas Searle, Mart Ratas, Anthony Shek, James Teo, Richard Dobson
• Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization
  Cheng Zhen, Ervine Zheng, Jilong Kuang, Geoffrey Jay Tso
• Small Language Models in the Real World: Insights from Industrial Text Classification
  Lujun LI, Lama sleem, Niccolo’ GENTILE, Geoffrey NICHIL, Radu State
• AutoChunker: Structured Text Chunking and its Evaluation
  Arihant Jain, Purav Aggarwal, Anoop Saladi
• User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems
  Jianling Wang, Yifan Liu, Yinghao Sun, Xuejian Ma, Yueqi Wang, He Ma, Zhengyang Su, Minmin Chen, Mingyan Gao, Onkar Dalal, Ed H. Chi, Lichan Hong, Ningren Han, Haokai Lu
• SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation
  Pushpendu Ghosh, Aryan Jain, Promod Yenigalla
• Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems
  Hansa Meghwani, Amit Agarwal, Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Srikant Panda
• Interpretable Company Similarity with Sparse Autoencoders
  Marco Molinari, Victor Shao, Luca Imeneo, Mateusz Mikolajczak, Abhimanyu Pandey, Vladimir Tregubiak, Sebastião Kuznetsov Ryder Torres Pereira
• Domain Adaptation of Foundation LLMs for e-Commerce
  Christian Herold, Michael Kozielski, Tala Bazazo, Pavel Petrushkov, Yannick Versley, Seyyed Hadi Hashemi, Patrycja Cieplicka, Dominika Basaj, Shahram Khadivi
• sudo rm -rf agentic_security
  Sejin Lee, Jian Kim, Haon Park, Ashkan Yousefpour, Sangyoon Yu, Min Song
• MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
  Hsin-Ling Hsu, Cong-Tinh Dao, Luning Wang, Zitao Shuai, Thao Nguyen Minh Phan, Jun-En Ding, Chun-Chieh Liao, Pengfei Hu, Xiaoxue Han, Chih-Ho Hsu, Dongsheng Luo, Wen-Chih Peng, Feng Liu, Fang-Ming Hung, Chenwei Wu
• AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning
  Jiayu Li, Jennifer Zhu, Fang Liu, Yanjun Qi
• Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications
  Yanxiang Zhang, Zheng Xu, Shanshan Wu, Yuanbo Zhang, Daniel Ramage
• MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder
  Khai Le-Duc, Phuc Phan, Tan-Hanh Pham, Bach Phan Tat, Minh-Huong Ngo, Thanh Nguyen-Tang, Truong-Son Hy
• MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction
  Jiaying Gong, Hongda Shen, Janet Jenq
• FINKRX: Establishing Best Practices for Korean Financial NLP
  Guijin Son, Hyunwoo Ko, Hanearl Jung, Chami Hwang
• Sentiment Reasoning for Healthcare
  Khai-Nguyen Nguyen, Khai Le-Duc, Bach Phan Tat, Le Duy, Long Vo-Dang, Truong-Son Hy
• Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?
  Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
• OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction
  Alok Kumar Sahu, Yi Sun, Eamonn Swanton, Farshid Amirabdollahian, Abi Wren
• One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
  Hyungjoo Chae, Dongjin Kang, Jihyuk Kim, Beong-woo Kwak, Sunghyun Park, Haeju Park, Jinyoung Yeo, Moontae Lee, Kyungjae Lee
• SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
  Zhengyuan Liu, Geyu Lin, Hui Li Tan, Huayun Zhang, Yanfeng Lu(luf@i2r.a-star.edu.sg), Xiaoxue Gao, Stella Xin Yin, He Sun, Hock Huan Goh, Lung Hsiang Wong, Nancy F. Chen
• Unifying Streaming and Non-streaming Zipformer-based ASR
  Bidisha Sharma, Karthik Pandia Durai, Shankar Venkatesan, Jeena J Prakash, Shashi Kumar, Malolan Chetlur, Andreas Stolcke
• A Semi-supervised Scalable Unified Framework for E-commerce Query Classification
  Chunyuan Yuan, Chong Zhang, Zheng Fang, Ming Pang, Xue Jiang, Changping Peng, Zhangang Lin, Ching Law
• CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation
  Kaiwen Yan, Hongcheng Guo, Xuanqing Shi, Shaosheng Cao, Donglin Di, Zhoujun Li
• BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems
  Ankush Gupta, Aniya Aggarwal, Shivangi Bithel, Arvind Agarwal
• Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search
  Akshay Jagatap, Neeraj Anand, Sonali Singh, Prakash Mandayam Comar
• Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations
  Ayesha Qamar, Arushi Raghuvanshi, Conal Sathi, Youngseo Son
• From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims
  Archana Yadav, Harshvivek Kashid, Medchalimi Sruthi, B JayaPrakash, CHINTALAPALLI RAJA KULLAYAPPA, Mandala Jagadeesh Reddy, Pushpak Bhattacharyya
• A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions
  Jun Zhang, Yuwei Yan, Junbo Yan, Zhiheng Zheng, Jinghua Piao, Depeng Jin, Yong Li
• ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering
  Wooseong Lee, Minseo Kim, Taeil Hur, Gyeong Hwan Jang, Woncheol Lee, Maro Na, Taeuk Kim
• Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation
  Shuxian Bi, Chongming Gao, Wenjie Wang, Yueqi Mou, Chenxu Wang, Tang Biao, Peng Yan, Fuli Feng
• Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine
  Zhuoxuan Jiang, Tianyang Zhang, Peiyan Peng, JING CHEN, Yinong Xun, Haotian Zhang, Lichi Li, Yong Li, Shaohua Zhang
• TableCoder: Table Extraction from Text via Reliable Code Generation
  Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao
• Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation
  Kristine Ann M. Carandang, Jasper Meynard Arana, Ethan Robert Casin, Christopher Monterola, Daniel Stanley Tan, Jesus Felix B. Valenzuela, Christian Alis
• REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy
  Gyuho Shim, Seongtae Hong, Heuiseok Lim
• TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
  Vinay Joshi, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum
• Convert Language Model into a Value-based Strategic Planner
  Xiaoyu Wang, Yue Zhao, Qingqing Gu, Zhonglin Jiang, Yong Chen, Luo Ji
• MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation
  Zhipeng Bian, Jieming Zhu, Xuyang Xie, Quanyu Dai, Zhou Zhao, Zhenhua Dong
• ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages
  Mehant Kammakomati, Sameer Pimparkhede, Srikanth G. Tamilselvam, Prince Kumar, Pushpak Bhattacharyya
• Unveiling Dual Quality in Product Reviews: An NLP-Based Approach
  Rafał Poświata, Marcin Mirończuk, Sławomir Dadas, Małgorzata Grębowiec, Michał Wiktor Perełkiewicz
• Enhancing Marker Scoring Accuracy through Ordinal Confidence Modelling in Educational Assessments
  Abhirup Chakravarty, Mark Brenchley, Trevor Breakspear, Ian Lewin, Yan Huang
• A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs
  Chiwan Park, Wonjun Jang, Daeryong Kim, Aelim Ahn, Kichang Yang, Woosung Hwang, Jihyeon Roh, Hyerin Park, Hyosun Wang, Min Seok Kim, don.kang
• EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary
  Yaozhen Liang, Xiao Liu, Jiajun Yu, Fang Zhouhua, Qunsheng Zou, Linghan Zheng, Yong Li, Zhiwei Liu, Haishuai Wang
• EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs
  Ravi K. Rajendran, Biplob Debnath, Murugan Sankaradass, Srimat Chakradhar