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ORCIDDilek Hakkani-Tür
Dilek Hakkani-Tur – Dilek Z. Hakkani-Tür – Dilek Zeynep Hakkani
Person information
- affiliation: Amazon Alexa AI, Sunnyvale, CA, USA
- affiliation: Microsoft Research, Mountain View, CA, USA
- affiliation: University of California, Berkeley, International Computer Science Institute, CA, USA
- affiliation: AT&T Labs, Florham Park, NJ, USA
- affiliation (former, PhD 2000): Bilkent University, Department of Computer Engineering, Ankara, Turkey
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2020 – today
- 2023
[j35]Dong Yu
, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed:
Twenty-Five Years of Evolution in Speech and Language Processing. IEEE Signal Process. Mag. 40(5): 27-39 (2023)- [j34]Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu:
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. Trans. Mach. Learn. Res. 2023 (2023) - [c210]Sijia Liu, Patrick Lange, Behnam Hedayatnia, Alexandros Papangelis, Di Jin, Andrew Wirth, Yang Liu, Dilek Hakkani-Tur:
Towards Credible Human Evaluation of Open-Domain Dialog Systems Using Interactive Setup. AAAI 2023: 13264-13272 - [c209]Yan Xu, Mahdi Namazifar, Devamanyu Hazarika, Aishwarya Padmakumar, Yang Liu, Dilek Hakkani-Tür:
KILM: Knowledge Injection into Encoder-Decoder Language Models. ACL (1) 2023: 5013-5035 - [c208]Maximillian Chen, Alexandros Papangelis, Chenyang Tao, Seokhwan Kim, Andy Rosenbaum, Yang Liu, Zhou Yu, Dilek Hakkani-Tur:
PLACES: Prompting Language Models for Social Conversation Synthesis. EACL (Findings) 2023: 814-838 - [c207]Yen Ting Lin, Alexandros Papangelis, Seokhwan Kim, Sungjin Lee, Devamanyu Hazarika, Mahdi Namazifar, Di Jin, Yang Liu, Dilek Hakkani-Tur:
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information. EACL 2023: 1455-1468 - [i102]Nicholas Meade, Spandana Gella, Devamanyu Hazarika, Prakhar Gupta, Di Jin, Siva Reddy, Yang Liu, Dilek Hakkani-Tür:
Using In-Context Learning to Improve Dialogue Safety. CoRR abs/2302.00871 (2023) - [i101]Maximillian Chen, Alexandros Papangelis, Chenyang Tao, Seokhwan Kim, Andy Rosenbaum, Yang Liu, Zhou Yu, Dilek Hakkani-Tur:
PLACES: Prompting Language Models for Social Conversation Synthesis. CoRR abs/2302.03269 (2023) - [i100]Yen-Ting Lin, Alexandros Papangelis, Seokhwan Kim, Sungjin Lee, Devamanyu Hazarika, Mahdi Namazifar, Di Jin, Yang Liu, Dilek Hakkani-Tur:
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information. CoRR abs/2302.05096 (2023) - [i99]Mahdi Namazifar, Devamanyu Hazarika, Dilek Hakkani-Tur:
Role of Bias Terms in Dot-Product Attention. CoRR abs/2302.08626 (2023) - [i98]Yan Xu, Mahdi Namazifar, Devamanyu Hazarika, Aishwarya Padmakumar, Yang Liu, Dilek Hakkani-Tür:
KILM: Knowledge Injection into Encoder-Decoder Language Models. CoRR abs/2302.09170 (2023) - [i97]Sree Hari Krishnan Parthasarathi, Lu Zeng, Dilek Hakkani-Tur:
Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead. CoRR abs/2302.11054 (2023) - [i96]Qiaozi Gao, Govind Thattai, Xiaofeng Gao, Suhaila Shakiah, Shreyas Pansare, Vasu Sharma, Gaurav S. Sukhatme, Hangjie Shi, Bofei Yang, Desheng Zheng, Lucy Hu, Karthika Arumugam, Shui Hu, Matthew Wen, Dinakar Guthy, Cadence Chung, Rohan Khanna, Osman Ipek, Leslie Ball, Kate Bland, Heather Rocker, Yadunandana Rao, Michael Johnston, Reza Ghanadan, Arindam Mandal, Dilek Hakkani-Tür, Prem Natarajan:
Alexa Arena: A User-Centric Interactive Platform for Embodied AI. CoRR abs/2303.01586 (2023) - [i95]Mert Inan, Aishwarya Padmakumar, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur:
Multimodal Contextualized Plan Prediction for Embodied Task Completion. CoRR abs/2305.06485 (2023) - [i94]Chao Zhao, Spandana Gella, Seokhwan Kim, Di Jin, Devamanyu Hazarika, Alexandros Papangelis, Behnam Hedayatnia, Mahdi Namazifar, Yang Liu, Dilek Hakkani-Tur:
"What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge. CoRR abs/2305.12091 (2023) - [i93]Hangjie Shi, Leslie Ball, Govind Thattai, Desheng Zhang, Lucy Hu, Qiaozi Gao, Suhaila Shakiah, Xiaofeng Gao, Aishwarya Padmakumar, Bofei Yang, Cadence Chung, Dinakar Guthy, Gaurav S. Sukhatme, Karthika Arumugam, Matthew Wen, Osman Ipek, Patrick Lange, Rohan Khanna, Shreyas Pansare, Vasu Sharma, Chao Zhang, Cris Flagg, Daniel Pressel, Lavina Vaz, Luke Dai, Prasoon Goyal, Sattvik Sahai, Shaohua Liu, Yao Lu, Anna Gottardi, Shui Hu, Yang Liu, Dilek Hakkani-Tur, Kate Bland, Heather Rocker, James Jeun, Yadunandana Rao, Michael Johnston, Akshaya Iyengar, Arindam Mandal, Prem Natarajan, Reza Ghanadan:
Alexa, play with robot: Introducing the First Alexa Prize SimBot Challenge on Embodied AI. CoRR abs/2308.05221 (2023) - [i92]Karthik Gopalakrishnan, Behnam Hedayatnia, Qinlang Chen, Anna Gottardi, Sanjeev Kwatra, Anu Venkatesh, Raefer Gabriel, Dilek Hakkani-Tur:
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations. CoRR abs/2308.11995 (2023) - 2022
- [j33]Manaal Faruqui, Dilek Hakkani-Tür:
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems. Comput. Linguistics 48(1): 221-232 (2022) - [j32]Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tür:
Towards Textual Out-of-Domain Detection Without In-Domain Labels. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1386-1395 (2022) - [c206]Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür:
TEACh: Task-Driven Embodied Agents That Chat. AAAI 2022: 2017-2025 - [c205]Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür:
Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation. AAAI 2022: 10738-10748 - [c204]Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur:
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation. ACL (1) 2022: 1237-1252 - [c203]Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tur:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. ACL (Findings) 2022: 1984-1994 - [c202]Sarik Ghazarian, Behnam Hedayatnia, Alexandros Papangelis, Yang Liu, Dilek Hakkani-Tur:
What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation. ACL (Findings) 2022: 4194-4204 - [c201]Hyounghun Kim, Aishwarya Padmakumar, Di Jin, Mohit Bansal, Dilek Hakkani-Tur:
On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets. Insights@ACL 2022: 113-118 - [c200]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. EMNLP 2022: 793-808 - [c199]Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur:
Analyzing the Limits of Self-Supervision in Handling Bias in Language. EMNLP (Findings) 2022: 7372-7386 - [c198]Arjun R. Akula, Spandana Gella, Aishwarya Padmakumar, Mahdi Namazifar, Mohit Bansal, Jesse Thomason, Dilek Hakkani-Tur:
ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments. EMNLP 2022: 9369-9378 - [c197]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [c196]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention. NAACL-HLT (Findings) 2022: 1375-1388 - [c195]Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur:
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. NAACL-HLT 2022: 2810-2823 - [c194]Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. NAACL-HLT 2022: 5187-5199 - [c193]Yen Ting Lin, Alexandros Papangelis, Seokhwan Kim, Dilek Hakkani-Tur:
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks. SIGDIAL 2022: 26-38 - [c192]Spandana Gella, Aishwarya Padmakumar, Patrick Lange, Dilek Hakkani-Tur:
Dialog Acts for Task Driven Embodied Agents. SIGDIAL 2022: 111-123 - [c191]Behnam Hedayatnia, Di Jin, Yang Liu, Dilek Hakkani-Tur:
A Systematic Evaluation of Response Selection for Open Domain Dialogue. SIGDIAL 2022: 298-311 - [c190]Di Jin, Sijia Liu, Yang Liu, Dilek Hakkani-Tur:
Improving Bot Response Contradiction Detection via Utterance Rewriting. SIGDIAL 2022: 605-614 - [c189]Lu Zeng, Sree Hari Krishnan Parthasarathi, Dilek Hakkani-Tur:
N-Best Hypotheses Reranking for Text-to-SQL Systems. SLT 2022: 663-670 - [e3]Oliver Lemon, Dilek Hakkani-Tür, Junyi Jessy Li, Arash Ashrafzadeh, Daniel Hernández García, Malihe Alikhani, David Vandyke, Ondrej Dusek:
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2022, Edinburgh, UK, 07-09 September 2022. Association for Computational Linguistics 2022 [contents] - [i91]Mihail Eric, Nicole Chartier, Behnam Hedayatnia, Karthik Gopalakrishnan, Pankaj Rajan, Yang Liu, Dilek Hakkani-Tur:
Multi-Sentence Knowledge Selection in Open-Domain Dialogue. CoRR abs/2203.00763 (2022) - [i90]Shikib Mehri, Jinho Choi, Luis Fernando D'Haro, Jan Deriu, Maxine Eskénazi, Milica Gasic, Kallirroi Georgila, Dilek Hakkani-Tur, Zekang Li, Verena Rieser, Samira Shaikh, David R. Traum, Yi-Ting Yeh, Zhou Yu, Yizhe Zhang, Chen Zhang:
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges. CoRR abs/2203.10012 (2022) - [i89]Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur:
Towards Textual Out-of-Domain Detection without In-Domain Labels. CoRR abs/2203.11396 (2022) - [i88]Sarik Ghazarian, Behnam Hedayatnia, Alexandros Papangelis, Yang Liu, Dilek Hakkani-Tur:
What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation. CoRR abs/2203.13927 (2022) - [i87]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention. CoRR abs/2205.03720 (2022) - [i86]Hyounghun Kim, Aishwarya Padmakumar, Di Jin, Mohit Bansal, Dilek Hakkani-Tur:
On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets. CoRR abs/2205.09249 (2022) - [i85]Alexandros Papangelis, Nicole Chartier, Pankaj Rajan, Julia Hirschberg, Dilek Hakkani-Tur:
Understanding How People Rate Their Conversations. CoRR abs/2206.00167 (2022) - [i84]Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu:
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. CoRR abs/2206.00583 (2022) - [i83]Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur:
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. CoRR abs/2206.07296 (2022) - [i82]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - [i81]Yen-Ting Lin, Alexandros Papangelis, Seokhwan Kim, Dilek Hakkani-Tur:
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks. CoRR abs/2207.11363 (2022) - [i80]Di Jin, Sijia Liu, Yang Liu, Dilek Hakkani-Tur:
Improving Bot Response Contradiction Detection via Utterance Rewriting. CoRR abs/2207.11862 (2022) - [i79]Behnam Hedayatnia, Di Jin, Yang Liu, Dilek Hakkani-Tur:
A Systematic Evaluation of Response Selection for Open Domain Dialogue. CoRR abs/2208.04379 (2022) - [i78]Anna Gottardi, Osman Ipek, Giuseppe Castellucci, Shui Hu, Lavina Vaz, Yao Lu, Anju Khatri, Anjali Chadha, Desheng Zhang, Sattvik Sahai, Prerna Dwivedi, Hangjie Shi, Lucy Hu, Andy Huang, Luke Dai, Bofei Yang, Varun Somani, Pankaj Rajan, Ron Rezac, Michael Johnston, Savanna Stiff, Leslie Ball, David Carmel, Yang Liu, Dilek Hakkani-Tur, Oleg Rokhlenko, Kate Bland, Eugene Agichtein, Reza Ghanadan, Yoelle Maarek:
Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance. CoRR abs/2209.06321 (2022) - [i77]Spandana Gella, Aishwarya Padmakumar, Patrick Lange, Dilek Hakkani-Tur:
Dialog Acts for Task-Driven Embodied Agents. CoRR abs/2209.12953 (2022) - [i76]Lu Zeng, Sree Hari Krishnan Parthasarathi, Dilek Hakkani-Tur:
N-Best Hypotheses Reranking for Text-To-SQL Systems. CoRR abs/2210.10668 (2022) - [i75]Maximillian Chen, Alexandros Papangelis, Chenyang Tao, Andy Rosenbaum, Seokhwan Kim, Yang Liu, Zhou Yu, Dilek Hakkani-Tur:
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding. CoRR abs/2210.14169 (2022) - [i74]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. CoRR abs/2210.14469 (2022) - [i73]Prakhar Gupta, Yang Liu, Di Jin, Behnam Hedayatnia, Spandana Gella, Sijia Liu, Patrick Lange, Julia Hirschberg, Dilek Hakkani-Tur:
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines. CoRR abs/2212.10557 (2022) - 2021
- [c188]Di Jin, Seokhwan Kim, Dilek Hakkani-Tur:
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling. DialDoc@ACL-IJCNLP 2021: 119-127 - [c187]Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Behnam Hedayatnia, Dilek Hakkani-Tür:
"How Robust R U?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations. ASRU 2021: 1147-1154 - [c186]Saket Dingliwal, Shuyang Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tür:
Few Shot Dialogue State Tracking using Meta-learning. EACL 2021: 1730-1739 - [c185]Mahdi Namazifar, Alexandros Papangelis, Gökhan Tür, Dilek Hakkani-Tür:
Language Model is all You Need: Natural Language Understanding as Question Answering. ICASSP 2021: 7803-7807 - [c184]Mihail Eric, Nicole Chartier, Behnam Hedayatnia, Karthik Gopalakrishnan, Pankaj Rajan, Yang Liu, Dilek Hakkani-Tur:
Multi-Sentence Knowledge Selection in Open-Domain Dialogue. INLG 2021: 76-86 - [c183]Mahdi Namazifar, John Malik, Li Erran Li, Gökhan Tür, Dilek Hakkani-Tür:
Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models. Interspeech 2021: 2037-2041 - [c182]Alexandros Papangelis, Nicole Chartier, Pankaj Rajan, Julia Hirschberg, Dilek Hakkani-Tur:
Understanding How People Rate Their Conversations. IWSDS 2021: 179-189 - [c181]Mingyue Shang, Tong Wang, Mihail Eric, Jiangning Chen, Jiyang Wang, Matthew Welch, Tiantong Deng, Akshay Grewal, Han Wang, Yue Liu, Yang Liu, Dilek Hakkani-Tür:
Entity Resolution in Open-domain Conversations. NAACL-HLT (Industry Papers) 2021: 26-33 - [c180]Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tür, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Ishwar Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang:
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems. NAACL-HLT (Demonstrations) 2021: 125-132 - [c179]Alexandros Papangelis, Karthik Gopalakrishnan, Aishwarya Padmakumar, Seokhwan Kim, Gökhan Tür, Dilek Hakkani-Tür:
Generative Conversational Networks. SIGDIAL 2021: 111-120 - [c178]Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tür:
Commonsense-Focused Dialogues for Response Generation: An Empirical Study. SIGDIAL 2021: 121-132 - [c177]Mahdi Namazifar, Gökhan Tür, Dilek Hakkani-Tür:
Warped Language Models for Noise Robust Language Understanding. SLT 2021: 981-988 - [c176]Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tür:
Go Beyond Plain Fine-Tuning: Improving Pretrained Models for Social Commonsense. SLT 2021: 1028-1035 - [e2]Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty, Yichao Zhou:
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-46-6 [contents] - [i72]Saket Dingliwal, Bill Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tür:
Few Shot Dialogue State Tracking using Meta-learning. CoRR abs/2101.06779 (2021) - [i71]Seokhwan Kim, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür:
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9. CoRR abs/2101.09276 (2021) - [i70]Mahdi Namazifar, John Malik, Li Erran Li, Gökhan Tür, Dilek Hakkani-Tür:
Correcting Automated and Manual Speech Transcription Errors using Warped Language Models. CoRR abs/2103.14580 (2021) - [i69]Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tür, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Ishwar Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang:
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems. CoRR abs/2104.09088 (2021) - [i68]Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tür:
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks. CoRR abs/2105.05457 (2021) - [i67]Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tür:
Go Beyond Plain Fine-tuning: Improving Pretrained Models for Social Commonsense. CoRR abs/2105.05913 (2021) - [i66]Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tür:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. CoRR abs/2105.11589 (2021) - [i65]Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür:
Zero-Shot Controlled Generation with Encoder-Decoder Transformers. CoRR abs/2106.06411 (2021) - [i64]Alexandros Papangelis, Karthik Gopalakrishnan, Aishwarya Padmakumar, Seokhwan Kim, Gökhan Tür, Dilek Hakkani-Tür:
Generative Conversational Networks. CoRR abs/2106.08484 (2021) - [i63]Di Jin, Seokhwan Kim, Dilek Hakkani-Tür:
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling. CoRR abs/2106.09174 (2021) - [i62]Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur:
Commonsense-Focused Dialogues for Response Generation: An Empirical Study. CoRR abs/2109.06427 (2021) - [i61]Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur:
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems. CoRR abs/2109.08820 (2021) - [i60]Alicia Y. Tsai, Shereen Oraby, Vittorio Perera, Jiun-Yu Kao, Yuheng Du, Anjali Narayan-Chen, Tagyoung Chung, Dilek Hakkani-Tür:
Style Control for Schema-Guided Natural Language Generation. CoRR abs/2109.12211 (2021) - [i59]Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Behnam Hedayatnia, Dilek Hakkani-Tur:
"How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations. CoRR abs/2109.13489 (2021) - [i58]Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür:
TEACh: Task-driven Embodied Agents that Chat. CoRR abs/2110.00534 (2021) - [i57]Sashank Santhanam, Behnam Hedayatnia, Spandana Gella, Aishwarya Padmakumar, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur:
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation. CoRR abs/2110.05456 (2021) - [i56]Yen-Ting Lin, Alexandros Papangelis, Seokhwan Kim, Dilek Hakkani-Tur:
Training Conversational Agents with Generative Conversational Networks. CoRR abs/2110.08383 (2021) - [i55]Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur:
Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation. CoRR abs/2110.08501 (2021) - [i54]Sarik Ghazarian, Behnam Hedayatnia, Alexandros Papangelis, Yang Liu, Dilek Hakkani-Tur:
User Response and Sentiment Prediction for Automatic Dialogue Evaluation. CoRR abs/2111.08808 (2021) - [i53]Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. CoRR abs/2112.05359 (2021) - [i52]Manaal Faruqui, Dilek Hakkani-Tür:
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems. CoRR abs/2112.05842 (2021) - [i51]Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur:
Analyzing the Limits of Self-Supervision in Handling Bias in Language. CoRR abs/2112.08637 (2021) - 2020
- [c175]Ta-Chung Chi, Minmin Shen, Mihail Eric, Seokhwan Kim, Dilek Hakkani-Tür:
Just Ask: An Interactive Learning Framework for Vision and Language Navigation. AAAI 2020: 2459-2466 - [c174]Di Jin, Shuyang Gao, Jiun-Yu Kao, Tagyoung Chung, Dilek Hakkani-Tür:
MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension. AAAI 2020: 8010-8017 - [c173]Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tür:
MA-DST: Multi-Attention-Based Scalable Dialog State Tracking. AAAI 2020: 8107-8114 - [c172]Yuheng Du, Shereen Oraby, Vittorio Perera, Minmin Shen, Anjali Narayan-Chen, Tagyoung Chung, Anushree Venkatesh, Dilek Hakkani-Tür:
Schema-Guided Natural Language Generation. INLG 2020: 283-295 - [c171]Behnam Hedayatnia, Karthik Gopalakrishnan, Seokhwan Kim, Yang Liu, Mihail Eric, Dilek Hakkani-Tür:
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialog Systems. INLG 2020: 412-421 - [c170]Karthik Gopalakrishnan, Behnam Hedayatnia, Longshaokan Wang, Yang Liu, Dilek Hakkani-Tür:
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study. INTERSPEECH 2020: 911-915 - [c169]Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyang Gao, Adarsh Kumar, Anuj Kumar Goyal, Peter Ku, Dilek Hakkani-Tür:
MultiWOZ 2.1: A Consolidated Multi-Domain Dialogue Dataset with State Corrections and State Tracking Baselines. LREC 2020: 422-428 - [c168]Lena Reed, Vrindavan Harrison, Shereen Oraby, Dilek Hakkani-Tür, Marilyn A. Walker:
Learning from Mistakes: Combining Ontologies via Self-Training for Dialogue Generation. SIGdial 2020: 21-34 - [c167]Seokhwan Kim, Mihail Eric, Karthik Gopalakrishnan, Behnam Hedayatnia, Yang Liu, Dilek Hakkani-Tür:
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access. SIGdial 2020: 278-289 - [c166]Eugene Agichtein, Dilek Hakkani-Tür, Surya Kallumadi, Shervin Malmasi:
ConvERSe'20: The WSDM 2020 Workshop on Conversational Systems for E-Commerce Recommendations and Search. WSDM 2020: 897-898 - [i50]Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tür:
MA-DST: Multi-Attention Based Scalable Dialog State Tracking. CoRR abs/2002.08898 (2020) - [i49]Shuyang Gao, Sanchit Agarwal, Tagyoung Chung, Di Jin, Dilek Hakkani-Tür:
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap. CoRR abs/2004.05827 (2020) - [i48]Yuheng Du, Shereen Oraby, Vittorio Perera, Minmin Shen, Anjali Narayan-Chen, Tagyoung Chung, Anu Venkatesh, Dilek Hakkani-Tür:
Schema-Guided Natural Language Generation. CoRR abs/2005.05480 (2020) - [i47]Behnam Hedayatnia, Seokhwan Kim, Yang Liu, Karthik Gopalakrishnan, Mihail Eric, Dilek Hakkani-Tür:
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems. CoRR abs/2005.12529 (2020) - [i46]Seokhwan Kim, Mihail Eric, Karthik Gopalakrishnan, Behnam Hedayatnia, Yang Liu, Dilek Hakkani-Tür:
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access. CoRR abs/2006.03533 (2020) - [i45]Karthik Gopalakrishnan, Behnam Hedayatnia, Longshaokan Wang, Yang Liu, Dilek Hakkani-Tür:
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study. CoRR abs/2008.07683 (2020) - [i44]Shikib Mehri, Mihail Eric, Dilek Hakkani-Tür:
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue. CoRR abs/2009.13570 (2020) - [i43]Lena Reed, Vrindavan Harrison, Shereen Oraby, Dilek Hakkani-Tür, Marilyn A. Walker:
Learning from Mistakes: Combining Ontologies via Self-Training for Dialogue Generation. CoRR abs/2010.00150 (2020) - [i42]Shikib Mehri, Mihail Eric, Dilek Hakkani-Tür:
Example-Driven Intent Prediction with Observers. CoRR abs/2010.08684 (2020) - [i41]Mahdi Namazifar, Gökhan Tür, Dilek Hakkani-Tür:
Warped Language Models for Noise Robust Language Understanding. CoRR abs/2011.01900 (2020) - [i40]