Industry Track

Accepted Papers

(Paper ID: 14) Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Query Expansion Approach
Jiangning Chen, Ziyun Zhang, Qianli Hu

(Paper ID: 25) Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild
Ilana Zimmerman, Jadin Tredup, Ethan Selfridge, Joseph Bradley

(Paper ID: 32) The Program Testing Ability of Large Language Models for Code
Weimin Xiong, Yiwen Guo, Hao Chen

(Paper ID: 38) Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization
Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan

(Paper ID: 42) Predicting Entity Salience in Extremely Short Documents
Benjamin Bullough, Harrison Lundberg, Chen Hu, Weihang Xiao

(Paper ID: 48) Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention
Shu-Ting Pi, Pradeep Bagavan, Yejia Li, Disha, Qun Liu

(Paper ID: 52) Retrieval Augmented Spelling Correction for E-Commerce Applications
Xuan Guo, Rohit Patki, Dante Everaert, Christopher Potts

(Paper ID: 53) Scaling Parameter-Constrained Language Models with Quality Data
Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra

(Paper ID: 54) INDUS: Effective and Efficient Language Models for Scientific Applications
Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Nishan Pantha, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin Bugbee, Mike Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren Sanders, Sylvain Costes, Sergi Blanco-Cuaresma, Kelly Lockhart, Thomas Allen, Felix Grezes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira De Lima, Panagiotis Vagenas, Surya Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan Mcgranaghan, Tsendgar Lee

(Paper ID: 55) DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models
Wenjing Ke, Zhe Li, Dong Li, Lu Tian, Emad Barsoum

(Paper ID: 60) Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle

(Paper ID: 62) LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit
Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu

(Paper ID: 63) PDFTriage: Question Answering over Long, Structured Documents
Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt

(Paper ID: 65) Fairness-Aware Online Positive-Unlabeled Learning in Text Classification
Hoin Jung, Xiaoqian Wang

(Paper ID: 69) SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models
Hyeonwoo Kim, Gyoungjin Gim, Yungi Kim, Jihoo Kim, Byungju Kim, Wonseok Lee, Chanjun Park

(Paper ID: 75) Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble
Olivia Sturman, Aparna R Joshi, Piyush Kumar, Bhaktipriya Radharapu, Renee Shelby

(Paper ID: 76) Centrality-aware Product Retrieval and Ranking
Hadeel Saadany, Swapnil Bhosale, Samarth Agrawal, Constantin Orasan, Zhe Wu, Diptesh Kanojia

(Paper ID: 77) Fusion-Eval: Integrating Assistant Evaluators with LLMs
Lei Shu, Nevan Wichers, Liangchen Luo, Yun Zhu, Yinxiao Liu, Jindong Chen, Lei Meng

(Paper ID: 80) Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents
Yixiao Wang, Homa Fashandi, Kevin Ferreira

(Paper ID: 83) Robust ASR Error Correction with Conservative Data Filtering
Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata

(Paper ID: 85) Code Representation Pre-training with Complements from Program Executions
Jiabo Huang, Jianyu Zhao, Yuyang Rong, Yiwen Guo, Yifeng He, Hao Chen

(Paper ID: 89) ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency
Yuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu, Yide Ran, Dimitris Stripelis, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He

(Paper ID: 90) Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context
Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee

(Paper ID: 95) SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions
Zhi-Qi Cheng, Yifei Dong, Yuzhi Hu, Aike Shi, Wei Liu, Jason O’Connor, Alexander Hauptmann, Kate Whitefoot

(Paper ID: 96) Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
Wendi Cui, Jiaxin Zhang, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Sricharan Kumar

(Paper ID: 100) Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt
Peter Anderson, Mano Vikash Janardhanan, Jason He, Wei Cheng, Charlie Flanagan

(Paper ID: 104) Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shi Shiwei, Du Guo Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang

(Paper ID: 105) Detecting Ambiguous Utterances in an Intelligent Assistant
Satoshi Akasaki, Manabu Sassano

(Paper ID: 108) GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses
Bhavuk Singhal, Anshu Aditya, Lokesh Todwal, Shubham Jain, Debashis Mukherjee

(Paper ID: 109) Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction
Jun-Hyung Park, Hyuntae Park, Yeachan Kim, Woosang Lim, Sangkeun Lee

(Paper ID: 111) SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science
Yeachan Kim, Jun-Hyung Park, Sungho Kim, Juhyeong Park, Sangyun Kim, Sangkeun Lee

(Paper ID: 113) News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring
Ashish Upadhyay, Xenia Skotti, Adil Nygaard, Lauren Hinkle, Joe Halliwell, Ian C Brown, Glen Noronha

(Paper ID: 120) FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model
Yichen Lu, Jiaqi Song, Chao-Han Huck Yang, Shinji Watanabe

(Paper ID: 125) PolyRouter: A Multi-LLM Querying System
Dimitris Stripelis, Zhaozhuo Xu, Zijian Hu, Alay Dilipbhai Shah, Han Jin, Yuhang Yao, Jipeng Zhang, Tong Zhang, Salman Avestimehr, Chaoyang He

(Paper ID: 127) Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer)
Rajashekar Vasantha, Nhan Nguyen, Yue Zhang

(Paper ID: 129) Arcee’s MergeKit: A Toolkit for Merging Large Language Models
Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vladimir Karpukhin, Brian Benedict, Mark Mcquade, Jacob Solawetz

(Paper ID: 130) Personal Large Language Model Agents: A Case Study on Tailored Travel Planning
Harmanpreet Singh, Nikhil Verma, Yixiao Wang, Manasa Bharadwaj, Homa Fashandi, Kevin Ferreira, Chul Lee

(Paper ID: 136) FanLoRA: Fantastic LoRAs and Where to Find Them in Large Language Model Fine-tuning
Wei Zhu, Yi Ge, Xing Tian, Yi Zhao, Congrui Yin, Aaron Xuxiang Tian

(Paper ID: 138) ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation
Lucas Cecchi, Petr Babkin

(Paper ID: 142) BPID: A Benchmark for Personal Identity Deduplication
Runhui Wang, Yefan Tao, Adit Krishnan, Luyang Kong, Xuanqing Liu, Yuqian Deng, Yunzhao Yang, Henrik Johnson, Andrew Borthwick, Shobhit Gupta, Aditi Sinha, Davor Golac

(Paper ID: 143) MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline
Donghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak

(Paper ID: 146) Identifying High Consideration E-Commerce Search Queries
Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Shervin Malmasi

(Paper ID: 148) Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs
Biyang Guo, He Wang, Wenyilin Xiao, Hong Chen, Zhuxin Lee, Songqiao Han, Hailiang Huang

(Paper ID: 154) Refining App Reviews: Dataset, Methodology, and Evaluation
Amrita Singh, Chirag Jain, Mohit Chaudhary, Preethu Rose Anish

(Paper ID: 157) TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models
Sunwoo Lee, Dhammiko Arya, Seung-Mo Cho, Gyoung-Eun Han, Seokyoung Hong, Wonbeom Jang, Seojin Lee, Sohee Park, Sereimony Sek, Injee Song, Sungbin Yoon, Eric Davis

(Paper ID: 164) RRADistill: Distilling LLMs’ Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine
Nayoung Choi, Youngjune Lee, Gyu-Hwung Cho, Haeyu Jeong, Jungmin Kong, Saehun Kim, Keunchan Park, Jaeho Choi, Sarah Cho, Inchang Jeong, Gyohee Nam, Sunghoon Han, Wonil Yang

(Paper ID: 167) KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation
Yunseung Lee, Daehee Han

(Paper ID: 168) Time Matters: An End-to-End Solution for Temporal Claim Verification
Anab Maulana Barik, Wynne Hsu, Mong-Li Lee

(Paper ID: 171) MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot
Mirae Kim, Kyubum Hwang, Hayoung Oh, Min Ah Kim, Chaerim Park, Yehwi Park, Chungyeon Lee

(Paper ID: 174) Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval
Zhirui Kuai, Zuxu Chen, Wang Binbin, Dadong Miao, Xusong Chen, Jiaxing Wang, Lin Liu, Songlin Wang, Guoyu Tang, Li Kuang, Yuxing Han, Mingming Li, Huimu Wang, Jingwei Zhuo

(Paper ID: 179) Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model
Subhadip Nandi, Neeraj Agrawal

(Paper ID: 183) IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing
Chenkang, Qing Heng Zhang, Chengbaolian, Yixin Ji, Xuweiliu, Shuguang Han, Guoqiang Wu, Fei Huang, Jufeng Chen

(Paper ID: 185) QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

(Paper ID: 189) Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation
Anup Pattnaik, Cijo George, Rishabh Kumar Tripathi, Sasanka Rani Vutla, Jithendra Vepa

(Paper ID: 193) PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation Adjustment
Wei Zhu, Zequan Liu, Ming Tan, Yi Zhao, Aaron Xuxiang Tian

(Paper ID: 195) RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance
Tianyang Zhang, Zhuoxuan Jiang, Shengguang Bai, Tianrui Zhang, Lin Lin, Yang Liu, Jiawei Ren

(Paper ID: 199) ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average
Shaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Xu Yinghui, Yuan Qi

(Paper ID: 201) Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching
Saket Maheshwary, Arpan Paul, Saurabh Sohoney

(Paper ID: 206) SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration
Yuanhao Shen, Xiaodan Zhu, Lei Chen

(Paper ID: 207) Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance
Digvijay Anil Ingle, Aashraya Sachdeva, Surya Prakash Sahu, Mayank Sati, Cijo George, Jithendra Vepa

(Paper ID: 208) Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning
Seongtae Hong, Shin Joong Min, Jaehyung Seo, Taemin Lee, Jeongbae Park, Cho Man Young, Byeongho Choi, Heuiseok Lim

(Paper ID: 209) Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising
Amir Tavanaei, Kee Kiat Koo, Hayreddin Ceker, Shaobai Jiang, Qi Li, Julien Han, Karim Bouyarmane

(Paper ID: 211) Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach
Nadjet Bouayad-Agha, Ignasi Gomez-Sebastia, Alba Padro, Enric Pallarés, David Pelayo, Rocío Tovar

(Paper ID: 213) Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems
Hugh Brendan Mcmahan, Zheng Xu, Yanxiang Zhang

(Paper ID: 214) ProConSuL: Project Context for Code Summarization with LLMs
Vadim Lomshakov, Andrey Podivilov, Sergey Savin, Oleg Baryshnikov, Alena Lisevych, Sergey Nikolenko

(Paper ID: 215) Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Zhuowan Li, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky

(Paper ID: 216) MARS: Multilingual Aspect-centric Review Summarisation
Sandeep Sricharan Mukku, Abinesh Kanagarajan, Chetan Aggarwal, Promod Yenigalla

(Paper ID: 218) A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks
Tianyi Zhang, Atta Norouzian, Aanchan Mohan, Frederick Ducatelle

(Paper ID: 223) Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization
Frederic Kirstein, Terry Ruas, Robert Kratel, Bela Gipp

(Paper ID: 229) Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests
Chenhao Niu, Kevin P. Yancey, Ruidong Liu, Mirza Basim Baig, André Kenji Horie, James Sharpnack

(Paper ID: 231) Can Machine Unlearning Reduce Social Bias in Language Models?
Omkar Dige, Diljot Arneja, Tsz Fung Yau, Qixuan Zhang, Mohammad Bolandraftar, Xiaodan Zhu, Faiza Khan Khattak

(Paper ID: 232) Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models
Kellen Tan Cheng, Anna Lisa Gentile, Pengyuan Li, Chad Deluca, Guang-Jie Ren

(Paper ID: 235) Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust
Vera Pavlova, Mohammed Makhlouf

(Paper ID: 236) Adapting LLMs for Structured Natural Language API Integration
Robin Chan, Katsiaryna Mirylenka, Thomas Gschwind, Christoph Miksovic, Paolo Scotton, Enrico Toniato, Abdel Labbi

(Paper ID: 241) OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems
Linyong Nan, Weining Fang, Aylin Rasteh, Pouya Lahabi, Weijin Zou, Yilun Zhao, Arman Cohan

(Paper ID: 246) Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
Ankita Sinha, Wendi Cui, Jiaxin Zhang, Kamalika Das

(Paper ID: 247) Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow
Tian Guo, Emmanuel Hauptmann

(Paper ID: 250) AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset
Dante Everaert, Rohit Patki, Tianqi Zheng, Christopher Potts

(Paper ID: 253) Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction
Chang Oh Yoon, Wonbeen Lee, Seokhwan Jang, Kyuwon Choi, Minsung Jung, Daewoo Choi

(Paper ID: 257) The State of the Art of Large Language Models on Chartered Financial Analyst Exams
Ethan Callanan, Mahmoud Mahfouz, Mathieu Sibue, Antony Papadimitriou, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu

(Paper ID: 264) Value Alignment from Unstructured Text
Inkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Manish Nagireddy, Pierre Dognin, Kush R. Varshney

(Paper ID: 265) LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification
Junhua Liu, Yong Keat Tan, Bin Fu, Kwan Hui Lim

(Paper ID: 267) Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models
James Fletcher, Nicholas Dehnen, Seyed Nima Tayarani Bathaie, Aijun An, Heidar Davoudi, Ron Di Carlantonio, Gary Farmaner

(Paper ID: 270) Athena: Safe Autonomous Agents with Verbal Contrastive Learning
Tanmana Sadhu, Ali Pesaranghader, Yanan Chen, Dong Hoon Yi

(Paper ID: 271) GRINDER-20B-FunctionCalling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, G P Shrivatsa Bhargav, Maxwell Crouse, Chulaka Gunasekara, Shajith Ikbal, Sachindra Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Daniel Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi

(Paper ID: 273) Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization
Md Tahmid Rahman Laskar, Elena Khasanova, Xue-Yong Fu, Cheng Chen, Shashi Bhushan Tn

(Paper ID: 275) DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete
Sonali Singh, Sachin Sudhakar Farfade, Prakash Mandayam Comar

(Paper ID: 279) Systematic Evaluation of Long-Context LLMs on Financial Concepts
Lavanya Gupta, Saket Sharma, Yiyun Zhao

(Paper ID: 280) ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models
Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeffrey Pound, Yisi Sang, Jimmy Lin, Ihab Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li

(Paper ID: 281) Knowledge-augmented Financial Market Analysis and Report Generation
Yuemin Chen, Feifan Wu, Jingwei Wang, Hao Qian, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Meng Wang

(Paper ID: 282) Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.
Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-Yi Lee, Yun-Nung Chen

(Paper ID: 283) ASTRA: Automatic Schema Matching using Machine Translation
Tarang Chugh, Deepak Zambre

(Paper ID: 284) Neural Search Space in Gboard Decoder
Yanxiang Zhang, Yuanbo Zhang, Haicheng Sun, Yun Wang, Gary Sivek, Shumin Zhai

(Paper ID: 289) Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications
Divyansh Agarwal, Alexander Fabbri, Ben Risher, Philippe Laban, Shafiq Joty, Chien-Sheng Wu

(Paper ID: 292) Sequential LLM Framework for Fashion Recommendation
Han Liu, Xianfeng Tang, Tianlang Chen, Jiapeng Liu, Indu Indu, Henry Peng Zou, Peng Dai, Roberto Fernandez Galan, Michael D Porter, Dongmei Jia, Ning Zhang, Lian Xiong

(Paper ID: 293) Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications
Oren Sultan, Alex Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf

(Paper ID: 294) Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output
Mohammed Nasheed Yasin, Hithesh Sankararaman, Andreas Stolcke

(Paper ID: 296) AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar

(Paper ID: 298) SLM as Guardian: Pioneering AI Safety with Small Language Model
Ohjoon Kwon, Donghyeon Jeon, Nayoung Choi, Gyu-Hwung Cho, Hwiyeol Jo, Changbong Kim, Hyunwoo Lee, Inho Kang, Sun Kim, Taiwoo Park

(Paper ID: 299) Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists
Dooyoung Kim, Yoonjin Jang, Dongwook Shin, Chanhoon Park, Youngjoong Ko

(Paper ID: 302) Patentformer: Methods to Automate the Generation of Patent Applications
Juanyan Wang, Sai Krishna Reddy Mudhiganti, Manali Sharma

(Paper ID: 305) MARCO: Multi-Agent Real-time Chat Orchestration
Anubhav Shrimal, Stanley Kanagaraj, Kriti Biswas, Swarnalatha Raghuraman, Anish Nediyanchath, Yi Zhang, Promod Yenigalla

(Paper ID: 306) Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang

(Paper ID: 315) ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning
Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Zhaofeng Wu, Dingyi Zhuang, Jushi Kai, Kebing Hou, Xiaotong Guo, Jinhua Zhao, Zhan Zhao, Wei Ma

(Paper ID: 318) RESTful-Llama: Connecting User Queries to RESTful APIs
Han Xu, Ruining Zhao, Jindong Wang, Haipeng Chen

(Paper ID: 319) A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites
Anna Hätty, Dragan Milchevski, Kersten Döring, Marko Putnikovic, Mohsen Mesgar, Filip Novović, Maximilian Braun, Karina Leoni Borimann, Igor Stranjanac

(Paper ID: 320) CharacterGLM: Customizing Social Characters with Large Language Models
Jinfeng Zhou, Zhuang Chen, Dazhen Wan, Bosi Wen, Yi Song, Jifan Yu, Yongkang Huang, Pei Ke, Guanqun Bi, Libiao Peng, Jiaming Yang, Xiyaoxiao, Sahand Sabour, Xiaohan Zhang, Wenjing Hou, Yijia Zhang, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang

(Paper ID: 321) RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings
Bonggeun Choi, Jeongjae Park, Yoonsung Kim, Jae-Hyun Park, Youngjoong Ko

(Paper ID: 322) Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
Akash Kumar Mohankumar, Gururaj K, Gagan Madan, Amit S

(Paper ID: 327) FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
Haoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan, Supryadi, Menglong Cui, Jiangcun Du, Yikun Lei, Lei Yang, Ling Shi, Juesi Xiao, Shaolin Zhu, Deyi Xiong

(Paper ID: 333) QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
Abhijit Manatkar, Ashlesha Akella, Parthivi Gupta, Krishnasuri Narayanam

(Paper ID: 336) PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents
Vijit Malik, Akshay Jagatap, Vinayak S Puranik, Anirban Majumder

(Paper ID: 341) RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation
Juntong Song, Xingguang Wang, Juno Zhu, Yuanhao Wu, Xuxin Cheng, Randy Zhong, Cheng Niu

(Paper ID: 342) Intent Detection in the Age of LLMs
Gaurav Arora, Shreya Jain, Srujana Merugu

(Paper ID: 348) Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering
Lu Shi, Bin Qi, Jiarui Luo, Yang Zhang, Zhanzhao Liang, Zhaowei Gao, Wenke Deng, Lin Sun

(Paper ID: 349) Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA
Nikita Krayko, Ivan Sidorov, Fedor Laputin, Daria Galimzianova, Vasily Konovalov

(Paper ID: 351) GraphQL Query Generation: A Large Training and Benchmarking Dataset
Manish Kesarwani, Sambit Ghosh, Nitin Gupta, Shramona Chakraborty, Renuka Sindhgatta, Sameep Mehta, Carlos Eberhardt, Dan Debrunner

(Paper ID: 357) Mixture of Diverse Size Experts
Manxi Sun, Wei Liu, Jian Luan, Pengzhi Gao, Bin Wang

(Paper ID: 358) Course-Correction: Safety Alignment Using Synthetic Preferences
Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang, Wei Xu, Han Qiu

(Paper ID: 360) GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation
Wenjie Zhou, Zhenxin Ding, Xiaodong Zhang, Haibo Shi, Junfeng Wang, Dawei Yin

(Paper ID: 361) PRISM: A New Lens for Improved Color Understanding
Arjun Reddy Akula, Garima Pruthi, Inderjit S Dhillon, Pradyumna Narayana, S Basu, Varun Jampani