Larry P. Heck

Publication Activity (10 Years)

Years Active: 1990-2020
Publications (10 Years): 37

Top Topics

Semantic Parsing

Language Understanding

Top Venues

Publications

Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo
Class-incremental Learning via Deep Model Consolidation. WACV (2020)
Dawei Li, Serafettin Tasci, Shalini Ghosh, Jingwen Zhu, Junting Zhang, Larry P. Heck
Efficient Incremental Learning for Mobile Object Detection. CoRR (2019)
Mason Bretan, Sageev Oore, Siddharth Sanan, Larry P. Heck
Robot Learning by Collaborative Network Training: A Self-Supervised Method using Ranking. AAMAS (2019)
Mason Bretan, Larry P. Heck
Self-Supervised Methods for Learning Semantic Similarity in Music. ISMIR (2019)
Mason Bretan, Siddharth Sanan, Larry P. Heck
Learning an Effective Control Policy for a Robotic Drumstick via Self-Supervision. AAMAS (2019)
Ramprasaath Ramasamy Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry P. Heck, Dhruv Batra, Devi Parikh
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. ICCV (2019)
Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo
Class-incremental Learning via Deep Model Consolidation. CoRR (2019)
Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo
Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation. CoRR (2019)
Dawei Li, Serafettin Tasci, Shalini Ghosh, Jingwen Zhu, Junting Zhang, Larry P. Heck
RILOD: near real-time incremental learning for object detection at the edge. SEC (2019)
Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo
Generative Visual Dialogue System via Weighted Likelihood Estimation. IJCAI (2019)
Siddharth Sanan, Mason Bretan, Larry P. Heck
Learning Object Models For Non-prehensile Manipulation. IROS (2019)
Shyam Upadhyay, Manaal Faruqui, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding. ICASSP (2018)
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. CoRR (2018)
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. NAACL-HLT (2018)
Pararth Shah, Dilek Hakkani-Tür, Gökhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry P. Heck
Building a Conversational Agent Overnight with Dialogue Self-Play. CoRR (2018)
Mason Bretan, Gil Weinberg, Larry P. Heck
A Unit Selection Methodology for Music Generation Using Deep Neural Networks. ICCC (2017)
Mason Bretan, Sageev Oore, Douglas Eck, Larry P. Heck
Learning and Evaluating Musical Features with Deep Autoencoders. CoRR (2017)
Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. INTERSPEECH (2017)
Neha Nayak, Dilek Hakkani-Tür, Marilyn A. Walker, Larry P. Heck
To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation. INTERSPEECH (2017)
Mason Bretan, Sageev Oore, Jesse H. Engel, Douglas Eck, Larry P. Heck
Deep Music: Towards Musical Dialogue. AAAI (2017)
Robin Jia, Larry P. Heck, Dilek Hakkani-Tür, Georgi Nikolov
Learning concepts through conversations in spoken dialogue systems. ICASSP (2017)
Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. CoRR (2017)
Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders. CoRR (2017)
Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck
Scalable Multi-Domain Dialogue State Tracking. CoRR (2017)
Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck
Scalable multi-domain dialogue state tracking. ASRU (2017)
Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal
The Future of Artificially Intelligent Assistants. KDD (2017)
Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. CoRR (2017)
Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Sequential Dialogue Context Modeling for Spoken Language Understanding. SIGDIAL Conference (2017)
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning. CoRR (2017)
Mason Bretan, Gil Weinberg, Larry P. Heck
A Unit Selection Methodology for Music Generation Using Deep Neural Networks. CoRR (2016)
Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry P. Heck
Contextual LSTM (CLSTM) models for Large scale NLP tasks. CoRR (2016)
Lu Wang, Larry P. Heck, Dilek Hakkani-Tür
Leveraging Semantic Web Search and Browse Sessions for Multi-Turn Spoken Dialog Systems. CoRR (2016)
Aaron Jaech, Larry P. Heck, Mari Ostendorf
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding. CoRR (2016)
Fuliang Weng, Pongtep Angkititrakul, Elizabeth Shriberg, Larry P. Heck, Stanley Peters, John H. L. Hansen
Conversational In-Vehicle Dialog Systems: The past, present, and future. IEEE Signal Process. Mag. 33 (6) (2016)
Aaron Jaech, Larry P. Heck, Mari Ostendorf
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding. INTERSPEECH (2016)
Hongzhao Huang, Larry P. Heck, Heng Ji
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation. CoRR (2015)
Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Lu Wang, Larry P. Heck, Dilek Hakkani-Tür
Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems. ICASSP (2014)
Seyed Omid Sadjadi, Larry P. Heck
Speaker verification based processing for robust ASR in co-channel speech scenarios. ICASSP (2014)
Larry P. Heck, Hongzhao Huang
Deep learning of knowledge graph embeddings for semantic parsing of Twitter dialogs. GlobalSIP (2014)
Yann N. Dauphin, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Zero-Shot Learning and Clustering for Semantic Utterance Classification. ICLR (Poster) (2014)
Yangfeng Ji, Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür
A variational Bayesian model for user intent detection. ICASSP (2014)
Dilek Hakkani-Tür, Malcolm Slaney, Asli Celikyilmaz, Larry P. Heck
Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. ICMI (2014)
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs. ICASSP (2014)
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür, Geoffrey Zweig
Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding. INTERSPEECH (2014)
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür
A weakly-supervised approach for discovering new user intents from search query logs. INTERSPEECH (2013)
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry P. Heck
Learning deep structured semantic models for web search using clickthrough data. CIKM (2013)
Larry P. Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gökhan Tür, Rukmini Iyer, Partha Parthasarathy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler
Multi-Modal Conversational Search and Browse. SLAM@INTERSPEECH (2013)
Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür
Using a knowledge graph and query click logs for unsupervised learning of relation detection. ICASSP (2013)
Larry P. Heck, Dilek Hakkani-Tür, Gökhan Tür
Leveraging knowledge graphs for web-scale unsupervised semantic parsing. INTERSPEECH (2013)
Larry P. Heck, Dilek Hakkani-Tür
Exploiting the Semantic Web for unsupervised spoken language understanding. SLT (2012)
Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Ashley Fidler, Asli Celikyilmaz
A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System. INTERSPEECH (2012)
Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Larry P. Heck
Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog. INTERSPEECH (2012)
Dilek Hakkani-Tür, Gökhan Tür, Rukmini Iyer, Larry P. Heck
Translating natural language utterances to search queries for SLU domain detection using query click logs. ICASSP (2012)
Gökhan Tür, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry P. Heck
Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing. INTERSPEECH (2012)
Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck, Sarangarajan Parthasarathy
Sentence simplification for spoken language understanding. ICASSP (2011)
Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Elizabeth Shriberg
Bootstrapping Domain Detection Using Query Click Logs for New Domains. INTERSPEECH (2011)
Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy
Employing web search query click logs for multi-domain spoken language understanding. ASRU (2011)
Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür
Exploiting query click logs for utterance domain detection in spoken language understanding. ICASSP (2011)
Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck
Research Challenges and Opportunities in Mobile Applications [DSP Education]. IEEE Signal Process. Mag. 28 (4) (2011)
Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
What is left to be understood in ATIS? SLT (2010)
Keke Chen, Rongqing Lu, C. K. Wong, Gordon Sun, Larry P. Heck, Belle L. Tseng
Trada: tree based ranking function adaptation. CIKM (2008)
Larry P. Heck, Mark Z. Mao
Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach. INTERSPEECH (2004)
Daniel Boies, Matthieu Hébert, Larry P. Heck
Study on the effect of lexical mismatch in text-dependent speaker verification. Odyssey (2004)
Matthieu Hébert, Larry P. Heck
Phonetic class-based speaker verification. INTERSPEECH (2003)
Larry P. Heck, Dominique Genoud
Combining speaker and speech recognition systems. INTERSPEECH (2002)
Nikki Mirghafori, Larry P. Heck
An adaptive speaker verification system with speaker dependent a priori decision thresholds. INTERSPEECH (2002)
Larry P. Heck, Dominique Genoud
Integrating speaker and speech recognizers: Automatic identity claim capture for speaker verification. Odyssey (2001)
Larry P. Heck, Nikki Mirghafori
On-line unsupervised adaptation in speaker verification. INTERSPEECH (2000)
Remco Teunen, Ben Shahshahani, Larry P. Heck
A model-based transformational approach to robust speaker recognition. INTERSPEECH (2000)
M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub
Multiple Speaker Tracking and Detection: Handset Normalization and Duration Scoring. Digit. Signal Process. 10 (1-3) (2000)
Larry P. Heck, Yochai Konig, M. Kemal Sönmez, Mitch Weintraub
Robustness to telephone handset distortion in speaker recognition by discriminative feature design. Speech Commun. 31 (2-3) (2000)
Hema A. Murthy, Françoise Beaufays, Larry P. Heck, Mitchel Weintraub
Robust text-independent speaker identification over telephone channels. IEEE Trans. Speech Audio Process. 7 (5) (1999)
M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub
Speaker tracking and detection with multiple speakers. EUROSPEECH (1999)
M. Kemal Sönmez, Elizabeth Shriberg, Larry P. Heck, Mitchel Weintraub
Modeling dynamic prosodic variation for speaker verification. ICSLP (1998)
Larry P. Heck, Koorosh Naghshineh
Optimal interpolation of structural responses for active noise control. IEEE Trans. Speech Audio Process. 5 (6) (1997)
M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub, Elizabeth Shriberg
A lognormal tied mixture model of pitch for prosody based speaker recognition. EUROSPEECH (1997)
Larry P. Heck, Ananth Sankar
Acoustic clustering and adaptation for robust speech recognition. EUROSPEECH (1997)
Larry P. Heck, Mitch Weintraub
Handset-dependent background models for robust text-independent speaker recognition. ICASSP (1997)
Luc E. Julia, Larry P. Heck, Adam Cheyer
A Speaker Identification Agent. AVBPA (1997)
Julia A. Olkin, Larry P. Heck, Koorosh Naghshineh
Automated placement of transducers for active noise control: performance measures. ICASSP (1996)
Stanley J. Reeves, Larry P. Heck
Selection of observations in signal reconstruction. IEEE Trans. Signal Process. 43 (3) (1995)
Larry P. Heck, Kenneth C. Chou
Gaussian mixture model classifiers for machine monitoring. ICASSP (6) (1994)
Stanley J. Reeves, Larry P. Heck
Selection of observations in signal reconstruction. ICASSP (3) (1993)
Larry P. Heck
Signal processing research in automatic tool wear monitoring. ICASSP (1) (1993)
Larry P. Heck, James H. McClellan
Subspace techniques for large-scale feature selection. ICASSP (4) (1993)
Larry P. Heck, James H. McClellan
Mechanical system monitoring using hidden Markov models. ICASSP (1991)
Douglas A. Reynolds, Larry P. Heck
Integration of speaker and speech recognition systems. ICASSP (1991)
Byung Moo Kim, Larry P. Heck
Automatic design of parallel implementations of DSP algorithms. ICASSP (1990)