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Jennifer Neville

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Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

Mar 19, 2024
Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan

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TnT-LLM: Text Mining at Scale with Large Language Models

Mar 18, 2024
Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan

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Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents

Feb 27, 2024
Corby Rosset, Ho-Lam Chung, Guanghui Qin, Ethan C. Chau, Zhuo Feng, Ahmed Awadallah, Jennifer Neville, Nikhil Rao

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CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness

Feb 17, 2024
Jiayi Liu, Tinghan Yang, Jennifer Neville

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PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

Nov 15, 2023
Sheshera Mysore, Zhuoran Lu, Mengting Wan, Longqi Yang, Steve Menezes, Tina Baghaee, Emmanuel Barajas Gonzalez, Jennifer Neville, Tara Safavi

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Contrastive Post-training Large Language Models on Data Curriculum

Oct 03, 2023
Canwen Xu, Corby Rosset, Luciano Del Corro, Shweti Mahajan, Julian McAuley, Jennifer Neville, Ahmed Hassan Awadallah, Nikhil Rao

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S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs

Sep 16, 2023
Sarkar Snigdha Sarathi Das, Chirag Shah, Mengting Wan, Jennifer Neville, Longqi Yang, Reid Andersen, Georg Buscher, Tara Safavi

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Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies

Sep 14, 2023
Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Scott Counts, Sarkar Snigdha Sarathi Das, Ali Montazer, Sathish Manivannan, Jennifer Neville, Xiaochuan Ni, Nagu Rangan, Tara Safavi, Siddharth Suri, Mengting Wan, Leijie Wang, Longqi Yang

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Stationary Algorithmic Balancing For Dynamic Email Re-Ranking Problem

Aug 12, 2023
Jiayi Liu, Jennifer Neville

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DYMOND: DYnamic MOtif-NoDes Network Generative Model

Aug 01, 2023
Giselle Zeno, Timothy La Fond, Jennifer Neville

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