| 2025 | EMNLP | Spoken Conversational Agents with Large Language Models. | Huck Yang, Andreas Stolcke, Larry P. Heck |
| 2020 | WACV | Class-incremental Learning via Deep Model Consolidation. | Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo |
| 2019 | ICCV | Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. | Ramprasaath Ramasamy Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry P. Heck, Dhruv Batra, Devi Parikh |
| 2019 | IJCAI | Generative Visual Dialogue System via Weighted Likelihood Estimation. | Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo |
| 2019 | IROS | Learning Object Models For Non-prehensile Manipulation. | Siddharth Sanan, Mason Bretan, Larry P. Heck |
| 2018 | ICASSP | (Almost) Zero-Shot Cross-Lingual Spoken Language Understanding. | Shyam Upadhyay, Manaal Faruqui, Gkhan Tr, Dilek Hakkani-Tr, Larry P. Heck |
| 2018 | NAACL | Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. | Bing Liu, Gkhan Tr, Dilek Hakkani-Tr, Pararth Shah, Larry P. Heck |
| 2017 | AAAI | Deep Music: Towards Musical Dialogue. | Mason Bretan, Sageev Oore, Jesse H. Engel, Douglas Eck, Larry P. Heck |
| 2017 | ASRU | Scalable multi-domain dialogue state tracking. | Abhinav Rastogi, Dilek Hakkani-Tr, Larry P. Heck |
| 2017 | ICASSP | Learning concepts through conversations in spoken dialogue systems. | Robin Jia, Larry P. Heck, Dilek Hakkani-Tr, Georgi Nikolov |
| 2017 | Interspeech | Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. | Ankur Bapna, Gkhan Tr, Dilek Hakkani-Tr, Larry P. Heck |
| 2017 | Interspeech | To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation. | Neha Nayak, Dilek Hakkani-Tr, Marilyn A. Walker, Larry P. Heck |
| 2017 | KDD | The Future of Artificially Intelligent Assistants. | Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal |
| 2017 | SIGdial | Sequential Dialogue Context Modeling for Spoken Language Understanding. | Ankur Bapna, Gkhan Tr, Dilek Hakkani-Tr, Larry P. Heck |
| 2016 | Interspeech | Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding. | Aaron Jaech, Larry P. Heck, Mari Ostendorf |
| 2014 | ICASSP | Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs. | Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gkhan Tr, Dilek Hakkani-Tr, Larry P. Heck |
| 2014 | ICASSP | A variational Bayesian model for user intent detection. | Yangfeng Ji, Dilek Hakkani-Tr, Asli Celikyilmaz, Larry P. Heck, Gkhan Tr |
| 2014 | ICASSP | Speaker verification based processing for robust ASR in co-channel speech scenarios. | Seyed Omid Sadjadi, Larry P. Heck |
| 2014 | ICASSP | Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems. | Lu Wang, Larry P. Heck, Dilek Hakkani-Tr |
| 2014 | ICMI | Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. | Dilek Hakkani-Tr, Malcolm Slaney, Asli Celikyilmaz, Larry P. Heck |
| 2014 | Interspeech | Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding. | Dilek Hakkani-Tr, Asli Celikyilmaz, Larry P. Heck, Gkhan Tr, Geoffrey Zweig |
| 2013 | CIKM | Learning deep structured semantic models for web search using clickthrough data. | Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry P. Heck |
| 2013 | ICASSP | Using a knowledge graph and query click logs for unsupervised learning of relation detection. | Dilek Hakkani-Tr, Larry P. Heck, Gkhan Tr |
| 2013 | Interspeech | A weakly-supervised approach for discovering new user intents from search query logs. | Dilek Hakkani-Tr, Asli Celikyilmaz, Larry P. Heck, Gkhan Tr |
| 2013 | Interspeech | Multi-Modal Conversational Search and Browse. | Larry P. Heck, Dilek Hakkani-Tr, Madhu Chinthakunta, Gkhan Tr, Rukmini Iyer, Partha Parthasarathy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler |
| 2013 | Interspeech | Leveraging knowledge graphs for web-scale unsupervised semantic parsing. | Larry P. Heck, Dilek Hakkani-Tr, Gkhan Tr |
| 2012 | ICASSP | Translating natural language utterances to search queries for SLU domain detection using query click logs. | Dilek Hakkani-Tr, Gkhan Tr, Rukmini Iyer, Larry P. Heck |
| 2012 | Interspeech | A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System. | Dilek Hakkani-Tr, Gkhan Tr, Larry P. Heck, Ashley Fidler, Asli Celikyilmaz |
| 2012 | Interspeech | Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog. | Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tr, Larry P. Heck |
| 2012 | Interspeech | Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing. | Gkhan Tr, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tr, Larry P. Heck |
| 2011 | ASRU | Employing web search query click logs for multi-domain spoken language understanding. | Dilek Hakkani-Tr, Gkhan Tr, Larry P. Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy |
| 2011 | ICASSP | Exploiting query click logs for utterance domain detection in spoken language understanding. | Dilek Hakkani-Tr, Larry P. Heck, Gkhan Tr |
| 2011 | ICASSP | Sentence simplification for spoken language understanding. | Gkhan Tr, Dilek Hakkani-Tr, Larry P. Heck, Sarangarajan Parthasarathy |
| 2011 | Interspeech | Bootstrapping Domain Detection Using Query Click Logs for New Domains. | Dilek Hakkani-Tr, Gkhan Tr, Larry P. Heck, Elizabeth Shriberg |
| 2008 | CIKM | Trada: tree based ranking function adaptation. | Keke Chen, Rongqing Lu, C. K. Wong, Gordon Sun, Larry P. Heck, Belle L. Tseng |
| 2004 | Interspeech | Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach. | Larry P. Heck, Mark Z. Mao |
| 2003 | Interspeech | Phonetic class-based speaker verification. | Matthieu Hbert, Larry P. Heck |
| 2002 | Interspeech | Combining speaker and speech recognition systems. | Larry P. Heck, Dominique Genoud |
| 2002 | Interspeech | An adaptive speaker verification system with speaker dependent a priori decision thresholds. | Nikki Mirghafori, Larry P. Heck |
| 2000 | Interspeech | On-line unsupervised adaptation in speaker verification. | Larry P. Heck, Nikki Mirghafori |
| 2000 | Interspeech | A model-based transformational approach to robust speaker recognition. | Remco Teunen, Ben Shahshahani, Larry P. Heck |
| 1999 | Interspeech | Speaker tracking and detection with multiple speakers. | M. Kemal Snmez, Larry P. Heck, Mitchel Weintraub |
| 1998 | Interspeech | Modeling dynamic prosodic variation for speaker verification. | M. Kemal Snmez, Elizabeth Shriberg, Larry P. Heck, Mitchel Weintraub |
| 1997 | ICASSP | Handset-dependent background models for robust text-independent speaker recognition. | Larry P. Heck, Mitch Weintraub |
| 1997 | Interspeech | Acoustic clustering and adaptation for robust speech recognition. | Larry P. Heck, Ananth Sankar |
| 1997 | Interspeech | A lognormal tied mixture model of pitch for prosody based speaker recognition. | M. Kemal Snmez, Larry P. Heck, Mitchel Weintraub, Elizabeth Shriberg |
| 1996 | ICASSP | Automated placement of transducers for active noise control: performance measures. | Julia A. Olkin, Larry P. Heck, Koorosh Naghshineh |
| 1994 | ICASSP | Gaussian mixture model classifiers for machine monitoring. | Larry P. Heck, Kenneth C. Chou |
| 1993 | ICASSP | Signal processing research in automatic tool wear monitoring. | Larry P. Heck |
| 1993 | ICASSP | Subspace techniques for large-scale feature selection. | Larry P. Heck, James H. McClellan |
| 1993 | ICASSP | Selection of observations in signal reconstruction. | Stanley J. Reeves, Larry P. Heck |
| 1991 | ICASSP | Mechanical system monitoring using hidden Markov models. | Larry P. Heck, James H. McClellan |
| 1991 | ICASSP | Integration of speaker and speech recognition systems. | Douglas A. Reynolds, Larry P. Heck |
| 1990 | ICASSP | Automatic design of parallel implementations of DSP algorithms. | Byung Moo Kim, Larry P. Heck |