PROGRAM
| STAND-Guard: A Small Task-Adaptive Content Moderation Model Minjia Wang, Pingping Lin, Siqi Cai, Shengnan An, Shengjie Ma, Zeqi Lin, Congrui Huang and Bixiong Xu | |
| Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance Hai Zhu, Yuankai Guo, Ronggang Dou and Kai Liu | |
| Improving Tool Retrieval by Leveraging Large Language Models for Query Generation Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar, Puyang Xu and Xiaohu Liu | |
| Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems Rafael Teixeira de Lima, Shubham Gupta, Cesar Berrospi Ramis, Lokesh Mishra, Michele Dolfi, Peter Staar and Panagiotis Vagenas | |
| RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers David Farr, Nico Manzonelli, Iain Cruickshank and Jevin West | |
| Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking Harsha Vardhan Khurdula, Basem Rizk and Indus Khaitan | |
| PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing Yiwen Duan, Yonghong Yu, Xiaoming Zhao, Yichang Wu and Wenbo Liu | |
| Multilingual Continual Learning using Attention Distillation Sanjay Agrawal, Deep Nayak and Vivek Varadarajan Sembium | |
| FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding Amit Agarwal, Srikant Panda and Kulbhushan Pachauri | |
| OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising Zhao Wang, Briti Gangopadhyay, Mengjie Zhao and Shingo Takamatsu | |
| Best Practices for Distilling Large Language Models into BERT for Web Search Ranking Dezhi Ye, Junwei Hu, Jiabin Fan, Bowen Tian, Jie Liu, Haijin Liang and Jin Ma | |
| Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders Sanjay Agrawal, Faizan Ahemad and Vivek Varadarajan Sembium | |
| Automated Clinical Data Extraction with Knowledge Conditioned LLMs Diya Li, Asim Kadav, Aijing Gao, Rui Li and Richard Bourgon | |
| Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? Seyed Amin Tabatabaei, Sarah Fancher, Michael Parsons and Arian Askari | |
| EDAR: A pipeline for Emotion and Dialogue Act Recognition Elie Dina, Rania Ayachi Kibech and Miguel Couceiro | |
| No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size Ashok Urlana, Charaka Vinayak Kumar, Bala Mallikarjunarao Garlapati, Ajeet Kumar Singh and Rahul Mishra | |
| Predicting Fine-tuned Performance on Larger Datasets Before Creating Them Toshiki Kuramoto and Jun Suzuki | |
| A Recipe For Building a Compliant Real Estate Chatbot Navid Madani, Anusha Bagalkotkar, Supriya Anand, Gabriel Arnson, Rohini K. Srihari and Kenneth Joseph | |
| Geo-Spatially Informed Models for Geocoding Unstructured Addresses Uddeshya Singh, Devanapalli Ravi Shankar, Gowtham Bellala and Vikas Goel | |
| Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models Tobias Deußer, Max Hahnbück, Tobias Uelwer, Cong Zhao, Christian Bauckhage and Rafet Sifa | |
| Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs Maia Aguirre, Ariane Méndez, Arantza del Pozo, Maria Ines Torres and Manuel Torralbo | |
| Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output Zusheng TAN, Xinyi Zhong, Jing-Yu Ji, Wei JIANG and Billy Chiu | |
| "Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems Mireia Hernandez Caralt, Ivan Sekulic, Filip Carevic, Nghia Khau, Diana Nicoleta Popa, Bruna Guedes, Victor Guimaraes, Zeyu Yang, Andre Manso, Meghana Reddy, Paolo Rosso and Roland Mathis | |
| LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models Harsh Saini, Md Tahmid Rahman Laskar, Cheng Chen, Elham Mohammadi and David Rossouw | |
| Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features Gilchan Park, Paul Baity, Byung-Jun Yoon and Adolfy Hoisie | |
| Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation Hunter Heidenreich, Ratish Dalvi, Nikhil Verma and Yosheb Getachew | |
| Graph-Augmented Open-Domain Multi-Document Summarization Xiaoping SHEN and Yekun Chai | |
| Improve Speech Translation Through Text Rewrite Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao and Zhongqiang Huang | |
| CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Johannes Kirmayr, Lukas Stappen, Phillip Schneider, Florian Matthes and Elisabeth Andre | |
| XTR meets ColBERTv2: Adding ColBERTv2 Optimizations to XTR Riyaz Ahmad Bhat and Jaydeep Sen | |
| sDPO: Don’t Use Your Data All at Once Dahyun Kim, Yungi Kim, Wonho Song, Hyeonwoo Kim, Yunsu Kim, SANGHOON KIM and Chanjun Park | |
| Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI Yuya Asano, Sabit Hassan, Paras Sharma, Anthony B. Sicilia, Katherine Atwell, Diane Litman and Malihe Alikhani | |
| Federated Retrieval Augmented Generation for Multi-Product Question Answering Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu and Yunyao Li | |
| Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost Masha Belyi, Robert Friel, Shuai Shao and Atindriyo Sanyal | |
| Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval Boqi Chen, Anuj Khare, Gaurav Kumar, Arjun Akula and Pradyumna Narayana | |
| AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering Yungeng Liu, Zan Chen, Yuguang Wang and Yiqing Shen | |
| Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud Chengyu Wang, Yuanhao Yue, jun huang and Peng Wang | |
| Where do LLMs Encode the Knowledge to Assess the Ambiguity? Hancheol Park and Geonmin Kim | |
| On the effective transfer of knowledge from English to Hindi Wikipedia Paramita Das, Amartya Roy, Ritabrata Chakraborty and Animesh Mukherjee | |
| BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step Shaowei Zhang and Deyi Xiong | |
| Deploying Multi-task Online Server with Large Language Model Yincen Qu, Hengyue Liu, Kun Wang, Xiangying Dai, Xiaoou Lu, Hui Zhou and Chao Ma | |
| LLM-Friendly Knowledge Representation for Customer Support Hanchen Su, Wei Luo, Yashar Mehdad, Wei Han, Elaine Liu, Wayne Zhang, Mia Zhao and Joy Zhang | |
| Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages Divesh Ramesh Kubal and Apurva Shrikant Nagvenkar | |
| A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM Yiran Xie, Debin Xiao, Ping Wang and Shuming Liu | |
| AMAN: Agent for Mentoring and Assisting Newbies in MMORPG Jeehyun Lee, Seung-Moo Yang and Won Ik Cho | |
| KARRIEREWEGE: A large scale Career Path Prediction Dataset Elena Senger, Yuri Campbell, Rob van der Goot and Barbara Plank | |
| Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages Baban Gain, Dibyanayan Bandyopadhyay, Samrat Mukherjee, Aryan Sahoo, Saswati Dana, Palanivel Kodeswaran, Sayandeep Sen, Asif Ekbal and Dinesh Garg | |
| Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator Frederic Thomas Kirstein, Terry Lima Ruas and Bela Gipp | |
| Learning to Rewrite Negation Queries in Product Search Mengtian Guo, Mutasem Al-Darabsah, Choon Hui Teo, Jonathan May, Tarun Agarwal and Rahul Bhagat | |
| LAW: Legal Agentic Workflows for Custody and Fund Services Contracts William Watson, Nicole Cho, Nishan Srishankar, Zhen Zeng, Lucas Cecchi, Daniel Scott, Suchetha Siddagangappa, Rachneet Kaur, Tucker Balch and Manuela Veloso | |
| UR2N: Unified Retriever and ReraNker Riyaz Ahmad Bhat, Jaydeep Sen, Rudra Murthy and Vignesh P | |
| An Automatic Method to Estimate Correctness of RAG Chi Zhang, Vivek V. Datla, Aditya Shrivastava, Alfy Samuel, Zhiqi Huang, Anoop Kumar and Daben Liu | |
| DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset Junghoon Kang, Keunjoo Tak, Joungsu Choi, Myunghyun Kim, Junyoung Jang and Youjin Kang | |
| ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque and Shafiq Joty | |
| LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks Akshara Prabhakar, Yuanzhi Li, Karthik Narasimhan, Sham Kakade, Eran Malach and Samy Jelassi | |
| Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code Taishi Nakamura, Mayank Mishra, Simone Tedeschi, Yekun Chai, Jason T. Stillerman, Felix Friedrich, Prateek Yadav, Tanmay Laud, Vu Minh Chien, Terry Yue Zhuo, Diganta Misra, Ben Bogin, Xuan-Son Vu, Marzena Karpinska, Arnav Varma Dantuluri, Wojciech Kusa, Tommaso Furlanello, Rio Yokota, Niklas Muennighoff, Suhas Pai, Tosin Adewumi, Veronika Laippala, Xiaozhe Yao, Adalberto Barbosa Junior, Aleksandr Drozd, Jordan Clive, Kshitij Gupta, Liangyu Chen, Qi Sun, Ken Tsui, Nour Moustafa-Fahmy, Nicolo Monti, Tai Dang, Ziyang Luo, Tien-Tung Bui, Roberto Navigli, Virendra Mehta, Matthew Blumberg, Victor May, Hiep Nguyen and Sampo Pyysalo | |
| UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion Zhipeng Li, Shuang Zheng, Jiaping Xiao, Xianneng Li and Lei Wang | |
| Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings Aaron Zheng, Mansi Rana and Andreas Stolcke | |
| Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems Mansi Rana, Kadri Hacioglu, Sindhuja Gopalan and Maragathamani Boothalingam | |
| LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content Jessica Foo and Shaun Khoo | |
| REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives Sayantan Adak, Pauras Mangesh Meher, Paramita Das and Animesh Mukherjee | |
| RE-FIN: Retrieval-based Enrichment for Financial data Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica and Filippo Pallucchini | |
| SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors Cheoneum Park, Seohyeong Jeong, Minsang Kim, KyungTae Lim and Yong-Hun Lee | |
| Efficient Vocabulary Reduction for Small Language Models Yuta Nozaki, Dai Nakashima, Ryo Sato and Naoki Asaba | |
| Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting Zeyuan Chen, Haiyan Wu, Kaixin Wu, Wei Chen, Mingjie Zhong, Jia Xu, Zhongyi Liu and Wei Zhang | |
| LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR Changwoo Chun, Daniel Rim and Juhee Park | |
| Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders Saeed Abbasi, Aijun An, Heidar Davoudi, Ron Di Carlantonio and Gary Farmaner | |
| RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving Shuxi Guo, Qi Qi, haifeng sun, Jianxin Liao and Jingyu Wang | |
| Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models Wenting Tan, Dongxiao Chen, Jieting Xue, Zihao Wang and Taijie Chen |