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Neville, Jennifer

  1. LLMs Get Lost In Multi-Turn Conversation
    2025/05/09 by Philippe Laban, Laban, Philippe, Hiroaki Hayashi +5 · 41 voices · 112 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL #cs.HC
  2. Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers
    2023/11/15 by Sheshera Mysore, Mysore, Sheshera, Zhuoran Lu +16 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  3. Adversarial Graph Augmentation to Improve Graph Contrastive Learning
    2021/06/10 by Susheel Suresh, Li Pan, Suresh, Susheel +5 · 11 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  4. Network Sampling: From Static to Streaming Graphs
    2012/11/14 by Nesreen K. Ahmed, Jennifer Neville, Ahmed, Nesreen K. +3 · 7 citations
    Physics and Astronomy · Computer Science · Medicine · #Complex Network Analysis Techniques #Data Stream Mining Techniques #HIV, Drug Use, Sexual Risk
  5. Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization
    2024/04/02 by Tobias Schnabel, Jennifer Neville, Schnabel, Tobias +1 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  6. Graph Sample and Hold: A Framework for Big-Graph Analytics
    2014/03/16 by Nesreen K. Ahmed, Nick Duffield, Ahmed, Nesreen K. +5 · 6 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Applications (stat.AP) #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Software System Performance and Reliability
  7. Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies
    2023/09/14 by Shah, Chirag, White, Ryen W., Andersen, Reid +13 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  8. WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
    2024/08/28 by Shi, Taiwei, Wang, Zhuoer, Yang, Longqi +12 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents
    2024/02/27 by Rosset, Corby, Chung, Ho-Lam, Qin, Guanghui +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. TnT-LLM: Text Mining at Scale with Large Language Models
    2024/03/18 by Mengting Wan, Tara Safavi, Wan, Mengting +27 · 2 voices · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  11. The Use of Generative Search Engines for Knowledge Work and Complex Tasks
    2024/03/19 by Siddharth Suri, Suri, Siddharth, Scott Counts +25 · 4 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #J.4 #Semantic Web and Ontologies #Social and Information Networks (cs.SI)
  12. Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
    2024/03/19 by Ying-Chun Lin, Jennifer Neville, Lin, Ying-Chun +30 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Speech and dialogue systems
  13. Automatic Pair Construction for Contrastive Post-training
    2023/10/03 by Xu, Canwen, Rosset, Corby, Chau, Ethan C. +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Space-Efficient Sampling from Social Activity Streams
    2012/06/20 by Ahmed, Nesreen K., Neville, Jennifer, Kompella, Ramana · 1 citation
    #Applications (stat.AP) #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  15. On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots
    2024/06/01 by Christine Herlihy, Herlihy, Christine, Jennifer Neville +5 · 3 citations
    Computer Science · #AI in Service Interactions #Topic Modeling #Speech and dialogue systems
  16. Flipping the Dialogue: Training and Evaluating User Language Models
    2025/10/08 by Tarek Naous, Naous, Tarek, Philippe Laban +5 · 5 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
  17. Corporate Communication Companion (CCC): An LLM-empowered Writing Assistant for Workplace Social Media
    2024/05/07 by Lu, Zhuoran, Mysore, Sheshera, Safavi, Tara +3 · 2 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  18. LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation
    2024/07/22 by Zhang, Jiaxing, Liu, Jiayi, Luo, Dongsheng +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Hindsight Learning for MDPs with Exogenous Inputs
    2022/07/13 by Sean R. Sinclair, Felipe Vieira Frujeri, Sinclair, Sean R. +9 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #Transportation and Mobility Innovations #Mobile Crowdsensing and Crowdsourcing
  20. S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs
    2023/09/16 by Sarkar Snigdha Sarathi Das, Das, Sarkar Snigdha Sarathi, Chirag Shah +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  21. Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls
    2017/07/24 by Jiasen Yang, Bruno Ribeiro, Yang, Jiasen +3 · 2 citations
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  22. Node Similarities under Random Projections: Limits and Pathological Cases
    2024/04/15 by Tadić, Tvrtko, Becker, Cassiano, Neville, Jennifer · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Social and Information Networks (cs.SI)
  23. GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation
    2025/02/26 by 掲維 古賀, He, Jie, Jennifer Neville +14 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling