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Hakkani-Tur, Dilek

  1. Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
    2025/05/16 by Sagnik Mukherjee, Lifan Yuan, Mukherjee, Sagnik +6 · 4 voices · 15 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.LG
  2. TEACh: Task-driven Embodied Agents that Chat
    2021/10/01 by Aishwarya Padmakumar, Jesse Thomason, Padmakumar, Aishwarya +15 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  3. Aligning LLMs with Individual Preferences via Interaction
    2024/10/04 by Shujin Wu, May Fung, Wu, Shujin +9 · 17 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Semantic Web and Ontologies
  4. User Modeling for Task Oriented Dialogues
    2018/11/11 by İzzeddin Gür, Gur, Izzeddin, Dilek Hakkani‐Tür +5 · 4 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
  5. Learning to Navigate the Web
    2018/12/21 by Gur, Izzeddin, Rueckert, Ulrich, Faust, Aleksandra +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. PLACES: Prompting Language Models for Social Conversation Synthesis
    2023/02/07 by Chen, Maximillian, Papangelis, Alexandros, Tao, Chenyang +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  7. Commonsense-Focused Dialogues for Response Generation: An Empirical Study
    2021/09/14 by Pei Zhou, Zhou, Pei, Karthik Gopalakrishnan +13 · 3 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  8. Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations
    2023/08/23 by Gopalakrishnan, Karthik, Hedayatnia, Behnam, Chen, Qinlang +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
    2017/11/29 by Bing Liu, Gökhan Tür, Liu, Bing +7 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Speech Recognition and Synthesis
  10. N-Best Hypotheses Reranking for Text-To-SQL Systems
    2022/10/19 by Lu Zeng, Sree Hari Krishnan Parthasarathi, Zeng, Lu +3 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize
    2018/12/27 by Khatri, Chandra, Hedayatnia, Behnam, Venkatesh, Anu +19 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
    2018/04/18 by Bing Liu, Liu, Bing, Gökhan Tür +7 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
  13. DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
    2020/09/28 by Mehri, Shikib, Eric, Mihail, Hakkani-Tur, Dilek · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
    2024/06/17 by Kargupta, Priyanka, Agarwal, Ishika, Hakkani-Tur, Dilek +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  15. Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems
    2024/11/15 by Taaha Kazi, Kazi, Taaha, Ruiliang Lyu +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  16. Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators
    2019/04/30 by Sanghyun Yi, Rahul Goel, Yi, Sanghyun +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  17. What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation
    2022/03/25 by Sarik Ghazarian, Behnam Hedayatnia, Ghazarian, Sarik +7 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions
  18. Towards Textual Out-of-Domain Detection without In-Domain Labels
    2022/03/22 by Jin, Di, Gao, Shuyang, Kim, Seokhwan +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Infogent: An Agent-Based Framework for Web Information Aggregation
    2024/10/24 by Reddy, Revanth Gangi, Mukherjee, Sagnik, Kim, Jeonghwan +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance
    2022/09/13 by Gottardi, Anna, Ipek, Osman, Castellucci, Giuseppe +27 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.5.1 #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.7 #J.0
  21. Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding
    2022/10/25 by Chen, Maximillian, Papangelis, Alexandros, Tao, Chenyang +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Zero-Shot Learning for Semantic Utterance Classification
    2013/12/20 by Yann Dauphin, Dauphin, Yann N., Gökhan Tür +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
  23. MA-DST: Multi-Attention Based Scalable Dialog State Tracking
    2020/02/07 by Kumar, Adarsh, Ku, Peter, Goyal, Anuj Kumar +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  24. Generative Conversational Networks
    2021/06/15 by Alexandros Papangelis, Karthik Gopalakrishnan, Papangelis, Alexandros +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
  25. "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations
    2021/09/28 by Kim, Seokhwan, Liu, Yang, Jin, Di +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences
    2021/12/10 by Chen, Yifan, Zeng, Qi, Hakkani-Tur, Dilek +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  27. ReasoningFlow: Semantic Structure of Complex Reasoning Traces
    2025/06/03 by Lee, Jinu, Mukherjee, Sagnik, Hakkani-Tur, Dilek +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Analyzing the Limits of Self-Supervision in Handling Bias in Language
    2021/12/16 by Bauer, Lisa, Gopalakrishnan, Karthik, Gella, Spandana +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks
    2022/06/01 by Chen, Yifan, Xu, Tianning, Hakkani-Tur, Dilek +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Towards Zero-Shot Frame Semantic Parsing for Domain Scaling
    2017/07/07 by Bapna, Ankur, Tur, Gokhan, Hakkani-Tur, Dilek +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs
    2022/06/15 by Li, Sha, Namazifar, Mahdi, Jin, Di +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Confidence Estimation for LLM-Based Dialogue State Tracking
    2024/09/15 by Y. Sun, Sun, Yi-Jyun, Suvodip Dey +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
  33. Dialog Acts for Task-Driven Embodied Agents
    2022/09/26 by Gella, Spandana, Padmakumar, Aishwarya, Lange, Patrick +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead
    2023/02/21 by Parthasarathi, Sree Hari Krishnan, Zeng, Lu, Hakkani-Tur, Dilek · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information
    2023/02/10 by Yen‐Ting Lin, Alexandros Papangelis, Lin, Yen-Ting +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Anomaly Detection Techniques and Applications
  36. "What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge
    2023/05/20 by Zhao, Chao, Gella, Spandana, Kim, Seokhwan +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation
    2021/10/11 by Sashank Santhanam, Behnam Hedayatnia, Santhanam, Sashank +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. Dialog Flow Induction for Constrainable LLM-Based Chatbots
    2024/08/03 by Stuti Agrawal, Nishi Uppuluri, Agrawal, Stuti +13 · 1 citation
    Computer Science · #Topic Modeling #AI in Service Interactions #Speech and dialogue systems