Wan, Mengting
- Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers
2023/11/15 by Sheshera Mysore, Mysore, Sheshera, Zhuoran Lu +16 · 18 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
- Fine-Grained Spoiler Detection from Large-Scale Review Corpora
2019/05/31 by Mengting Wan, Rishabh Misra, Wan, Mengting +5 · 7 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
- 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)
- WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
2024/08/28 by Shi, Taiwei, Wang, Zhuoer, Yang, Longqi +12 · 10 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CosRec: 2D Convolutional Neural Networks for Sequential Recommendation
2019/08/27 by Yan, An, Cheng, Shuo, Kang, Wang-Cheng +2 · 4 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- 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
- Learning Causal Effects on Hypergraphs
2022/07/07 by Jing Ma, Ma, Jing, Mengting Wan +9 · 3 citations
Environmental Science · Mathematics · Psychology · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Mental Health Research Topics
- 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
- The Use of Generative Search Engines for Knowledge Work and Complex Tasks
2024/03/19 by Siddharth Suri, Suri, Siddharth, Scott Counts +25 · 3 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)
- Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface
2024/09/30 by Hua, Wenyue, Wan, Mengting, Vadrevu, Shashank +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Addressing Marketing Bias in Product Recommendations
2019/12/04 by Wan, Mengting, Ni, Jianmo, Misra, Rishabh +1 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI)
- 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)
- S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs
2023/09/16 by Sarkar Snigdha Sarathi Das, Chirag Shah, Das, Sarkar Snigdha Sarathi +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
- 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