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Dilek Hakkani-Tur

  1. TEACh: Task-driven Embodied Agents that Chat
    2021/10/01 by Aishwarya Padmakumar, Padmakumar, Aishwarya, Jesse Thomason +17 · 45 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 #cs.AI #cs.CL #cs.CV #cs.RO
  2. Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
    2025/05/16 by Sagnik Mukherjee, Mukherjee, Sagnik, Lifan Yuan +6 · 4 voices · 20 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
  3. Learning to Navigate the Web
    2018/12/21 by Izzeddin Gur, İzzeddin Gür, Ulrich Rueckert +7 · 1 voice · 5 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.CL #cs.LG #stat.ML
  4. Aligning LLMs with Individual Preferences via Interaction
    2024/10/04 by Shujin Wu, Wu, Shujin, May Fung +9 · 30 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
  5. User Modeling for Task Oriented Dialogues
    2018/11/11 by İzzeddin Gür, Izzeddin Gur, Dilek Hakkani‐Tür +8 · 9 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
  6. Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize
    2018/12/27 by Chandra Khatri, Khatri, Chandra, Behnam Hedayatnia +41 · 1 voice · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  7. Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
    2018/04/18 by Bing Liu, Liu, Bing, Gokhan Tur +9 · 6 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling #cs.CL
  8. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
    2024/06/17 by Priyanka Kargupta, Kargupta, Priyanka, Ishika Agarwal +6 · 1 voice · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Multiagent Systems (cs.MA) #Software Engineering Research #Software Reliability and Analysis Research #cs.CL #cs.MA
  9. Commonsense-Focused Dialogues for Response Generation: An Empirical Study
    2021/09/14 by Pei Zhou, Karthik Gopalakrishnan, Zhou, Pei +14 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
  10. DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
    2020/09/28 by Shikib Mehri, Mihail Eric, Mehri, Shikib +4 · 4 citations
    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 #cs.AI #cs.CL
  11. End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
    2017/11/29 by Bing Liu, Gökhan Tür, Liu, Bing +9 · 5 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #cs.CL
  12. Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators
    2019/04/30 by Sanghyun Yi, Rahul Goel, Yi, Sanghyun +16 · 3 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 #cs.AI #cs.CL #cs.LG
  13. Towards Textual Out-of-Domain Detection without In-Domain Labels
    2022/03/22 by Di Jin, Jin, Di, Shuyang Gao +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  14. Zero-Shot Learning for Semantic Utterance Classification
    2013/12/20 by Yann Dauphin, Yann N. Dauphin, Gokhan Tur +8 · 2 citations
    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 #cs.CL #cs.LG
  15. MA-DST: Multi-Attention Based Scalable Dialog State Tracking
    2020/02/07 by Adarsh Kumar, Kumar, Adarsh, Peter Ku +9 · 2 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
  16. Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks
    2016/09/12 by Yun-Nung Chen, Dilek Hakkani-Tur, Chen, Yun-Nung +12 · 3 citations
    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 #cs.AI #cs.CL
  17. Combinatorial Creativity: A New Frontier in Generalization Abilities
    2025/09/25 by Samuel Schapiro, Sumuk Shashidhar, Alexi Gladstone +4 · 1 voice · 1 citation
    Computer Science · #cs.AI #cs.LG
  18. End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager
    2016/12/03 by Xuesong Yang, Yang, Xuesong, Yun-Nung Chen +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  19. Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems
    2020/05/26 by Behnam Hedayatnia, Hedayatnia, Behnam, Karthik Gopalakrishnan +10 · 3 citations
    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 #cs.AI #cs.CL
  20. Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
    2020/06/05 by Seokhwan Kim, Kim, Seokhwan, Mihail Eric +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  21. Generative Conversational Networks
    2021/06/15 by Alexandros Papangelis, Papangelis, Alexandros, Karthik Gopalakrishnan +11 · 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 #cs.CL #cs.HC
  22. "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations
    2021/09/28 by Seokhwan Kim, Kim, Seokhwan, Yang Liu +12 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
  23. Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences
    2021/12/10 by Yifan Chen, Chen, Yifan, Qi Zeng +10 · 1 citation
    Computer Science · Mathematics · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Parallel Computing and Optimization Techniques #cs.CL #cs.LG #stat.ML
  24. Towards Zero-Shot Frame Semantic Parsing for Domain Scaling
    2017/07/07 by Ankur Bapna, Bapna, Ankur, Gokhan Tur +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  25. Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
    2021/04/19 by Anish Acharya, Suranjit Adhikari, Sanchit Agarwal +28 · 1 voice
    Computer Science · #cs.CL #cs.LG
  26. MultiWOZ 2.1: A Consolidated Multi-Domain Dialogue Dataset with State Corrections and State Tracking Baselines
    2019/07/02 by Mihail Eric, Eric, Mihail, Rahul Goel +19 · 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 #cs.AI #cs.CL
  27. PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents
    2026/07/28 by Korosh Vatanparvar, Ashutosh Joshi, Maria Xenochristou +11
    Computer Science · #cs.AI #cs.CL