Papers

DBRouting: Routing End User Queries to Databases for Answerability [POSTER]

Authors: Priyangshu Mandal (Indian Institute of Technology Kharagpur), Mayur Patidar (TCS Research), Manasi Patwardhan (TCS Research), Lovekesh Vig (TCS Research)

Link: PDF

Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG [ORAL]

Authors: Gabriel de Souza P. Moreira, Mengyao Xu, Ronay Ak, Radek Osmulski, Benedikt Schifferer, Even Oldridge. (NVIDIA)

Link: PDF

Enhancing Security Control Production With Generative AI [POSTER]

Authors: Chen Ling, Mina Ghashami, Vianne Gao, Ali Torkamani, Ruslan Vaulin, Nivedita Mangam, Bhavya Jain, Farhan Diwan, Malini SS, Mingrui Cheng, Shreya Tarur Kumar, Felix Candelario. (Amazon AWS)

Link: PDF

FACTS About Building Retrieval Augmented Generation-based Chatbots [ORAL]; Best Paper Award

Authors: Rama Akkiraju, Anbang Xu, Deepak Bora, Tan Yu, Lu An, Vishal Seth, Aaditya Shukla, Pritam Gundecha, Hridhay Mehta, Ashwin Jha, Prithvi Raj, Abhinav Balasubramanian, Murali Maram, Guru Muthusamy, Shivakesh Reddy Annepally, Sidney Knowles, Min Du, Nick Burnett, Sean Javiya, Ashok Marannan, Mamta Kumari, Surbhi Jha, Ethan Dereszenski, Anupam Chakraborty, Subhash Ranjan, Amina Terfai, Anoop Surya, Tracey Mercer, Vinodh Kumar Thanigachalam, Tamar Bar, Sanjana Krishnan, Samy Kilaru, Jasmine Jaksic, Nave Algarici, Jacob Liberman, Joey Conway, Sonu Nayyar, and Justin Boitano. (NVIDIA)

Link: PDF

AVC Bot: A Production Text2SQL Chatbot for Supply Chain Data with Near-Perfect Accuracy [ORAL]

Authors: Min Du, Jessica Jiao, Nicolas Loffreda, Maggie Jin, Sindhu Anand, Rupi Khambra, Japinder Singh, Anbang Xu, Vishal Seth, Vishnu Leelakrishnan, Deepak Bora, Guru Muthusamy, Sean Javiya, Tamar Bar, Miguel Celio, Rama Akkiraju, Sailashri Parthasarathy, Shweta Singh, Jasmine Jaksic. (NVIDIA)

Link: PDF

RAG based Question-Answering for Contextual Response Prediction System [POSTER]

Authors: Sriram Veturi (The Home Depot), Saurabh Vaichal (The Home Depot), Reshma Lal Jagadheesh (The Home Depot), Nian Yan (The Home Depot), Nafis Irtiza Tripto (The Pennsylvania State University).

Link: PDF

StreamLink: Large-Language-Model Driven Distributed Data Engineering System [POSTER]

Authors: Dawei Feng (Tsinghua University), Di Mei (Tsinghua University), Huiri Tan (Tsinghua University), Lei Ren (Tsinghua University), Xianying Lou (King & Wood Mallesons), Zhangxi Tan (Tsinghua University).

Link: PDF

Ingest-And-Ground: Dispelling Hallucinations from Continually-Pretrained LLMs with RAG [ORAL]

Authors: Chenhao Fang, Derek Larson, Shitong Zhu, Sophie Zeng, Wendy Summer, Yanqing Peng, Yuriy Hulovatyy, Rajeev Rao, Gabriel Forgues, Arya Pudota, Alex Goncalves, Hervé Robert. (Meta)

Link: PDF

Context-Aware SQL Error Correction Using Few-Shot Learning - A Novel Approach Based on NLQ, Error, and SQL Similarity [POSTER]

Authors: Divyansh Jain, Eric Yang. (RAPIDS, NVIDIA)

Link: PDF

GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection [POSTER]

Authors: Prashank Kadam (Vesta Corporation)

Link: PDF

Evaluating Fact Alignment and Retrieval Functionalities of GPT-4 as a RAG model in the Automotive Domain [POSTER]

Authors: Armin Gholampoor (York University), Aijun An (York University), Ron Di Carlantonio (iNAGO Corp.), Gary Farmaner (iNAGO Corp.)

Link: PDF

LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering [ORAL]

Authors: Saikrishna Sanniboina, Shiv Trivedi, Sreenidhi Vijayaraghavan. (University of Illinois at Urbana-Champaign)

Link: PDF

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