Table of Contents

• Frontmatter [doi]
• Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion ApproachJiangning Chen, Ziyun Zhang, Qianli Hu. 1-7 [doi]
• Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the WildIlana Zimmerman, Jadin Tredup, Ethan Selfridge, Joseph Bradley. 8-22 [doi]
• The Program Testing Ability of Large Language Models for CodeWeimin Xiong, Yiwen Guo, Hao Chen. 23-34 [doi]
• Salient Information Prompting to Steer Content in Prompt-based Abstractive SummarizationLei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan. 35-49 [doi]
• Predicting Entity Salience in Extremely Short DocumentsBenjamin L. Bullough, Harrison Lundberg, Chen Hu, Weihang Xiao. 50-64 [doi]
• Don't Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With AttentionShu-Ting Pi, Pradeep Bagavan, Yejia Li, Disha Disha, Qun Liu. 65-72 [doi]
• Retrieval Augmented Spelling Correction for E-Commerce ApplicationsXuan Guo, Rohit Patki, Dante Everaert, Christopher Potts. 73-79 [doi]
• Scaling Parameter-Constrained Language Models with Quality DataErnie Chang, Matteo Paltenghi, Yang Li 0183, Pin-Jie Lin, Changsheng Zhao 0002, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra. 80-97 [doi]
• INDUS: Effective and Efficient Language Models for Scientific ApplicationsBishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Nishan Pantha, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Michael Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren M. Sanders, Sylvain Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan, Tsengdar J. Lee. 98-112 [doi]
• DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language ModelsWenjing Ke, Zhe Li, Dong Li, Lu Tian, Emad Barsoum. 113-119 [doi]
• Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text PredictionMenglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle. 120-131 [doi]
• LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression ToolkitRuihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu 0001. 132-152 [doi]
• PDFTriage: Question Answering over Long, Structured DocumentsJon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon 0002, Ryan A. Rossi, Franck Dernoncourt. 153-169 [doi]
• Fairness-Aware Online Positive-Unlabeled LearningHoin Jung, Xiaoqian Wang. 170-185 [doi]
• SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language ModelsHyeonwoo Kim, Gyoungjin Gim, Yungi Kim, Jihoo Kim, Byungju Kim, Wonseok Lee, Chanjun Park. 186-198 [doi]
• Debiasing Text Safety Classifiers through a Fairness-Aware EnsembleOlivia Sturman, Aparna Joshi, Bhaktipriya Radharapu, Piyush Kumar, Renee Shelby. 199-214 [doi]
• Centrality-aware Product Retrieval and RankingHadeel Saadany, Swapnil Bhosale, Samarth Agrawal, Diptesh Kanojia, Constantin Orasan, Zhe Wu. 215-224 [doi]
• Fusion-Eval: Integrating Assistant Evaluators with LLMsLei Shu 0004, Nevan Wichers, Liangchen Luo, Yun Zhu, Yinxiao Liu, Jindong Chen, Lei Meng. 225-238 [doi]
• Investigating the Personality Consistency in Quantized Role-Playing Dialogue AgentsYixiao Wang, Homa Fashandi, Kevin Ferreira. 239-255 [doi]
• Robust ASR Error Correction with Conservative Data FilteringTakuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata. 256-266 [doi]
• Code Representation Pre-training with Complements from Program ExecutionsJiabo Huang, Jianyu Zhao, Yuyang Rong, Yiwen Guo, Yifeng He, Hao Chen. 267-278 [doi]
• ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End EfficiencyYuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu 0001, Dimitris Stripelis, Yide Ran, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He 0001. 279-289 [doi]
• Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge ContextSomnath Banerjee 0002, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee 0001. 290-302 [doi]
• SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain DisruptionsZhi-Qi Cheng, Yifei Dong, Aike Shi, Wei Liu 0015, Yuzhi Hu, Jason O'Connor, Alexander G. Hauptmann, Kate Whitefoot. 303-333 [doi]
• Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language ModelsWendi Cui, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan, Jiaxin Zhang 0005. 334-361 [doi]
• Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must AdaptPeter Anderson, Mano Vikash Janardhanan, Jason He, Wei Cheng, Charlie Flanagan. 362-370 [doi]
• TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry SystemsYilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang 0052, Tianpeng Bao, Shiwei Shi, Du Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li 0002, Xingyu Zeng, Rui Zhao 0001, Xueqian Wang 0001. 371-385 [doi]
• Detecting Ambiguous Utterances in an Intelligent AssistantSatoshi Akasaki, Manabu Sassano. 386-394 [doi]
• GeoIndia: A Seq2Seq Geocoding Approach for Indian AddressesBhavuk Singhal, Anshu Aditya, Lokesh Todwal, Shubham Jain, Debashis Mukherjee. 395-407 [doi]
• Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property PredictionJun-Hyung Park, Hyuntae Park, Yeachan Kim, Woosang Lim, SangKeun Lee 0001. 408-420 [doi]
• SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials ScienceYeachan Kim, Jun-Hyung Park, Sungho Kim, Juhyeong Park, Sangyun Kim, SangKeun Lee 0001. 421-428 [doi]
• News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk MonitoringAdil Nygaard, Ashish Upadhyay, Lauren Hinkle, Xenia Skotti, Joe Halliwell, Ian Brown, Glen Noronha. 429-439 [doi]
• FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language ModelYichen Lu, Jiaqi Song, Chao-Han Huck Yang, Shinji Watanabe 0001. 440-451 [doi]
• TensorOpera Router: A Multi-Model Router for Efficient LLM InferenceDimitris Stripelis, Zhaozhuo Xu, Zijian Hu 0001, Alay Dilipbhai Shah, Han Jin, Yuhang Yao, Jipeng Zhang, Tong Zhang 0001, Salman Avestimehr, Chaoyang He 0001. 452-462 [doi]
• Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer)Rajashekar Vasantha, Nhan Nguyen, Yue Zhang. 463-476 [doi]
• Arcee's MergeKit: A Toolkit for Merging Large Language ModelsCharles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vladimir Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz. 477-485 [doi]
• Personal Large Language Model Agents: A Case Study on Tailored Travel PlanningHarmanpreet Singh, Nikhil Verma, Yixiao Wang, Manasa Bharadwaj, Homa Fashandi, Kevin Ferreira, Chul Lee. 486-514 [doi]
• FanLoRA: Fantastic LoRAs and Where to Find Them in Large Language Model Fine-tuningAaron Xuxiang Tian, Yi Zhao, Congrui Yin, Wei Zhu, Xing Tian, Yi Ge. 515-528 [doi]
• ReportGPT: Human-in-the-loop Verifiable Table-to-Text GenerationLucas Cecchi, Petr Babkin. 529-537 [doi]
• BPID: A Benchmark for Personal Identity DeduplicationRunhui Wang, Yefan Tao, Adit Krishnan, Luyang Kong, Xuanqing Liu, Yuqian Deng, Yunzhao Yang, Henrik Johnson, Andrew Borthwick, Shobhit Gupta, Aditi Gundlapalli, Davor Golac. 538-546 [doi]
• MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank PipelineDonghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak. 547-562 [doi]
• Identifying High Consideration E-Commerce Search QueriesZhiyu Chen 0001, Jason Ingyu Choi, Besnik Fetahu, Shervin Malmasi. 563-572 [doi]
• Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMsBiyang Guo, He Wang, Wenyilin Xiao, Hong Chen, Zhuxin Lee, Songqiao Han, Hailiang Huang. 573-594 [doi]
• Refining App Reviews: Dataset, Methodology, and EvaluationAmrita Singh, Chirag Jain, Mohit Chaudhary, Preethu Anish. 595-608 [doi]
• TelBench: A Benchmark for Evaluating Telco-Specific Large Language ModelsSunWoo 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. 609-626 [doi]
• RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search EngineNayoung Choi, Youngjune Lee, Gyu-Hwung Cho, Haeyu Jeong, Jungmin Kong, Saehun Kim, Keunchan Park, Sarah Cho, InChang Jeong, Gyohee Nam, Sunghoon Han, Wonil Yang, Jaeho Choi. 627-641 [doi]
• KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation GenerationYunseung Lee, Daehee Han. 642-656 [doi]
• Time Matters: An End-to-End Solution for Temporal Claim VerificationAnab Maulana Barik, Wynne Hsu, Mong-Li Lee. 657-664 [doi]
• MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering BotMirae Kim, Kyubum Hwang, Hayoung Oh, Min Kim, Chaerim Park, Yehwi Park, Chungyeon Lee. 665-676 [doi]
• Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative RetrievalZhirui Kuai, Zuxu Chen, Huimu Wang, Mingming Li, Dadong Miao, Binbin Wang, Xusong Chen, Li Kuang, Yuxing Han 0001, Jiaxing Wang, Guoyu Tang, Lin Liu, Songlin Wang, Jingwei Zhuo. 677-685 [doi]
• Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language ModelSubhadip Nandi, Neeraj Agrawal. 686-696 [doi]
• IPL: Leveraging Multimodal Large Language Models for Intelligent Product ListingKang Chen, Qing Zhang, Chengbao Lian, Yixin Ji, Xuwei Liu, Shuguang Han, Guoqiang Wu, Fei Huang 0004, Jufeng Chen. 697-711 [doi]
• QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model TuningHossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi 0001, Boxing Chen, Mehdi Rezagholizadeh. 712-718 [doi]
• Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster RepresentationAnup Pattnaik, Cijo George, Rishabh Kumar Tripathi, Sasanka Vutla, Jithendra Vepa. 719-727 [doi]
• PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation AdjustmentZequan Liu, Yi Zhao, Ming Tan, Wei Zhu, Aaron Xuxiang Tian. 728-737 [doi]
• RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and MaintenanceTianyang Zhang, Zhuoxuan Jiang, Shengguang Bai, Tianrui Zhang, Lin Lin, Yang Liu, Jiawei Ren. 738-754 [doi]
• ULMR: Unlearning Large Language Models via Negative Response and Model Parameter AverageShaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi 0001. 755-762 [doi]
• Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address MatchingSaket Maheshwary, Arpan Paul, Saurabh Sohoney. 763-773 [doi]
• SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and CalibrationYuanhao Shen, Xiaodan Zhu 0001, Lei Chen. 774-789 [doi]
• Probing the Depths of Language Models' Contact-Center Knowledge for Quality AssuranceDigvijay Ingle, Aashraya Sachdeva, Surya Prakash Sahu, Mayank Sati, Cijo George, Jithendra Vepa. 790-804 [doi]
• Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction TuningSeongtae Hong, Joong Shin, Jaehyung Seo, Taemin Lee, Jeongbae Park, Cho Young, ByeongHo Choi, HeuiSeok Lim. 805-820 [doi]
• Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised DenoisingAmir Tavanaei, Kee Kiat Koo, Hayreddin Çeker, Shaobai Jiang, Qi Li, Julien Han, Karim Bouyarmane. 821-828 [doi]
• Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop ApproachNadjet Bouayad-Agha, Ignasi Gómez-Sebastià, Alba Padró-Arocas, Enric Roura, David Castelló, Rocío Tovar. 829-841 [doi]
• A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning SystemsHugh McMahan, Zheng Xu 0002, Yanxiang Zhang. 842-865 [doi]
• ProConSuL: Project Context for Code Summarization with LLMsVadim Lomshakov, Andrey Podivilov, Sergey Savin, Oleg Baryshnikov, Alena Lisevych, Sergey I. Nikolenko. 866-880 [doi]
• Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid ApproachZhuowan Li, Cheng Li 0012, Mingyang Zhang 0001, Qiaozhu Mei, Michael Bendersky. 881-893 [doi]
• MARS: Multilingual Aspect-centric Review SummarisationSandeep Sricharan Mukku, Abinesh Kanagarajan, Chetan Aggarwal, Promod Yenigalla. 894-909 [doi]
• A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasksTianyi Zhang, Atta Norouzian, Aanchan Mohan, Frederick Ducatelle. 910-919 [doi]
• Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting SummarizationFrederic Kirstein, Terry Ruas, Robert Kratel, Bela Gipp. 920-939 [doi]
• Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency TestsChenhao Niu, Kevin P. Yancey, Ruidong Liu, Mirza Basim Baig, André Horie, James Sharpnack. 940-953 [doi]
• Can Machine Unlearning Reduce Social Bias in Language Models?Omkar Dige, Diljot Arneja, Tsz Fung Yau, Qixuan Zhang, Mohammad Bolandraftar, Xiaodan Zhu 0001, Faiza Khan Khattak. 954-969 [doi]
• Don't be my Doctor! Recognizing Healthcare Advice in Large Language ModelsKellen Cheng, Anna Lisa Gentile, Pengyuan Li 0001, Chad DeLuca, Guang-Jie Ren. 970-980 [doi]
• Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in RustVera Pavlova, Mohammed Makhlouf. 981-990 [doi]
• Adapting LLMs for Structured Natural Language API IntegrationRobin Chan, Katsiaryna Mirylenka, Thomas Gschwind, Christoph Miksovic, Paolo Scotton, Enrico Toniato, Abdel Labbi. 991-1000 [doi]
• OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering SystemsLinyong Nan, Weining Fang, Aylin Rasteh, Pouya Lahabi, Weijin Zou, Yilun Zhao 0001, Arman Cohan. 1001-1015 [doi]
• Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective EvolutionAnkita Sinha, Wendi Cui, Kamalika Das, Jiaxin Zhang. 1016-1027 [doi]
• Fine-Tuning Large Language Models for Stock Return Prediction Using NewsflowTian Guo, Emmanuel Hauptmann. 1028-1045 [doi]
• AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete DatasetDante Everaert, Rohit Patki, Tianqi Zheng, Christopher Potts. 1046-1055 [doi]
• Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information ExtractionChang Yoon, Wonbeen Lee, Seokhwan Jang, Kyuwon Choi, Minsung Jung, DaeWoo Choi. 1056-1067 [doi]
• The State of the Art of Large Language Models on Chartered Financial Analyst ExamsMahmoud Mahfouz, Ethan Callanan, Mathieu Sibue, Antony Papadimitriou, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu 0001. 1068-1082 [doi]
• Value Alignment from Unstructured TextInkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Manish Nagireddy, Pierre L. Dognin, Kush R. Varshney. 1083-1095 [doi]
• LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent ClassificationJunhua Liu, Tan Yong Keat, Fu Bin, Kwan Hui Lim 0001. 1096-1106 [doi]
• Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language ModelsJames Fletcher, Nicholas Dehnen, Seyed Nima Tayarani Bathaie, Aijun An, Heidar Davoudi, Ron DiCarlantonio, Gary Farmaner. 1107-1120 [doi]
• Athena: Safe Autonomous Agents with Verbal Contrastive LearningTanmana Sadhu, Ali Pesaranghader, Yanan Chen, Dong-Hoon Yi. 1121-1130 [doi]
• Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular TasksIbrahim Abdelaziz, Kinjal Basu 0002, 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 Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi. 1131-1139 [doi]
• Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting SummarizationMd. Tahmid Rahman Laskar, Elena Khasanova, Xue-Yong Fu, Cheng Chen, Shashi Bhushan TN. 1140-1151 [doi]
• DiAL : Diversity Aware Listwise Ranking for Query Auto-CompleteSonali Singh, Sachin Farfade, Prakash Mandayam Comar. 1152-1162 [doi]
• Systematic Evaluation of Long-Context LLMs on Financial ConceptsLavanya Gupta, Saket Sharma, Yiyun Zhao. 1163-1175 [doi]
• ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language ModelsRonak Pradeep, Daniel Lee, Ali Mousavi 0003, Jeffrey Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li 0001. 1176-1206 [doi]
• Knowledge-augmented Financial Market Analysis and Report GenerationYuemin Chen, Feifan Wu, Jingwei Wang, Hao Qian, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Meng Wang. 1207-1217 [doi]
• Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model PerformanceZhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen. 1218-1236 [doi]
• ASTRA: Automatic Schema Matching using Machine TranslationTarang Chugh, Deepak Zambre. 1237-1244 [doi]
• Neural Search Space in Gboard DecoderYanxiang Zhang, Yuanbo Zhang, Haicheng Sun, Yun Wang, Gary Sivek, Shumin Zhai. 1245-1254 [doi]
• Prompt Leakage effect and mitigation strategies for multi-turn LLM ApplicationsDivyansh Agarwal, Alexander R. Fabbri, Ben Risher, Philippe Laban, Shafiq Joty, Chien-Sheng Wu. 1255-1275 [doi]
• Sequential LLM Framework for Fashion RecommendationHan Liu, Xianfeng Tang, Tianlang Chen, Jiapeng Liu, Indu Indu, Henry Peng Zou, Peng Dai, Roberto F. Galán, Michael Porter, Dongmei Jia, Ning Zhang, Lian Xiong. 1276-1285 [doi]
• Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time ApplicationsOren Sultan, Alexander Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf. 1286-1304 [doi]
• Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation OutputHithesh Sankararaman, Mohammed Yasin, Tanner Sorensen, Alessandro Bari, Andreas Stolcke. 1305-1313 [doi]
• AnyMAL: An Efficient and Scalable Any-Modality Augmented Language ModelSeungwhan 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. 1314-1332 [doi]
• SLM as Guardian: Pioneering AI Safety with Small Language ModelOhjoon Kwon, Donghyeon Jeon, Nayoung Choi, Gyu-Hwung Cho, Hwiyeol Jo, Changbong Kim, HyunWoo Lee, Inho Kang, Sun Kim, Taiwoo Park. 1333-1350 [doi]
• Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and ListsDooyoung Kim, Yoonjin Jang, Dongwook Shin, Chanhoon Park, Youngjoong Ko. 1351-1360 [doi]
• Patentformer: A Novel Method to Automate the Generation of Patent ApplicationsJuanyan Wang, Sai Mudhiganti, Manali Sharma. 1361-1380 [doi]
• MARCO: Multi-Agent Real-time Chat OrchestrationAnubhav Shrimal, Stanley Kanagaraj, Kriti Biswas, Swarnalatha Raghuraman, Anish Nediyanchath, Yi Zhang, Promod Yenigalla. 1381-1392 [doi]
• mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text RetrievalXin Zhang 0097, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang 0004, Meishan Zhang, Wenjie Li 0002, Min Zhang 0005. 1393-1412 [doi]
• ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary PlanningYihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Zhaofeng Wu, Dingyi Zhuang, Jushi Kai, Kebing Hou, Xiaotong Guo, Jinhua Zhao, Zhan Zhao, Wei Ma. 1413-1432 [doi]
• RESTful-Llama: Connecting User Queries to RESTful APIsHan Xu, Ruining Zhao, Jindong Wang, Haipeng Chen 0001. 1433-1443 [doi]
• A Cost-Efficient Modular Sieve for Extracting Product Information from Company WebsitesAnna Hätty, Dragan Milchevski, Kersten Döring, Marko Putnikovic, Mohsen Mesgar, Filip Novovic, Maximilian Braun, Karina Borimann, Igor Stranjanac. 1444-1456 [doi]
• CharacterGLM: Customizing Social Characters with Large Language ModelsJinfeng Zhou, Zhuang Chen 0002, Dazhen Wan, Bosi Wen, Yi Song, Jifan Yu, Yongkang Huang, Pei Ke, Guanqun Bi, Libiao Peng, Jiaming Yang, Xiyao Xiao, Sahand Sabour, Xiaohan Zhang, Wenjing Hou, Yijia Zhang, Yuxiao Dong, Hongning Wang, Jie Tang 0001, Minlie Huang. 1457-1476 [doi]
• RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational SettingsBonggeun Choi, JeongJae Park, Yoonsung Kim, Jaehyun Park, Youngjoong Ko. 1477-1488 [doi]
• Improving Retrieval in Sponsored Search by Leveraging Query Context SignalsAkash Kumar Mohankumar, Gururaj K, Gagan Madan, Amit Singh. 1489-1498 [doi]
• FuxiTranyu: A Multilingual Large Language Model Trained with Balanced DataHaoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan, Supryadi, Menglong Cui, Jiangcun Du, Yikun Lei, Lei Yang, Ling Shi, Juesi Xiao, ShaoLin Zhu, Deyi Xiong. 1499-1522 [doi]
• QUIS: Question-guided Insights Generation for Automated Exploratory Data AnalysisAbhijit Manatkar, Ashlesha Akella, Parthivi Gupta, Krishnasuri Narayanam. 1523-1535 [doi]
• PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM AgentsVijit Malik, Akshay Jagatap, Vinayak Puranik, Anirban Majumder. 1536-1547 [doi]
• RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented GenerationJuntong Song, Xingguang Wang, Juno Zhu, Yuanhao Wu, Xuxin Cheng, Randy Zhong, Cheng Niu. 1548-1558 [doi]
• Intent Detection in the Age of LLMsGaurav Arora, Shreya Jain, Srujana Merugu. 1559-1570 [doi]
• Aegis: An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety EngineeringLu Shi, Bin Qi, Jiarui Luo, Yang Zhang, Zhanzhao Liang, Zhaowei Gao, Wenke Deng, Lin Sun. 1571-1583 [doi]
• Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QANikita Krayko, Ivan Sidorov, Fedor Laputin, Daria Galimzianova, Vasily Konovalov. 1584-1594 [doi]
• GraphQL Query Generation: A Large Training and Benchmarking DatasetManish Kesarwani, Sambit Ghosh, Nitin Gupta 0005, Shramona Chakraborty, Renuka Sindhgatta, Sameep Mehta, Carlos Eberhardt, Dan Debrunner. 1595-1607 [doi]
• Mixture of Diverse Size ExpertsManxi Sun, Wei Liu 0005, Jian Luan 0001, Pengzhi Gao, Bin Wang 0004. 1608-1621 [doi]
• Course-Correction: Safety Alignment Using Synthetic PreferencesRongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang 0004, Wei Xu, Han Qiu 0001. 1622-1649 [doi]
• GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced DistillationWenjie Zhou, Zhenxin Ding, Xiaodong Zhang, Haibo Shi, Junfeng Wang, Dawei Yin. 1650-1658 [doi]
• PRISM: A New Lens for Improved Color UnderstandingArjun R. Akula, Garima Pruthi, Inderjit S. Dhillon, Pradyumna Narayana, Sugato Basu, Varun Jampani. 1659-1670 [doi]