Larry Heck

According to our database, Larry Heck authored at least 106 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

LEGO: Language Model Building Blocks.

Shrenik Bhansali, Alwin Jin, Tyler Lizzo, Larry Heck

CoRR, 2024

Large Body Language Models.

Saif Punjwani, Larry Heck

CoRR, 2024

Allo-AVA: A Large-Scale Multimodal Conversational AI Dataset for Allocentric Avatar Gesture Animation.

Saif Punjwani, Larry Heck

CoRR, 2024

Reading with Intent.

Benjamin Z. Reichman, Kartik Talamadupula, Toshish Jawale, Larry Heck

CoRR, 2024

UNLEARN Efficient Removal of Knowledge in Large Language Models.

Tyler Lizzo, Larry Heck

CoRR, 2024

cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers.

Anirudh Sundar, Jin Xu, William Gay, Christopher Richardson, Larry Heck

CoRR, 2024

iTBLS: A Dataset of Interactive Conversations Over Tabular Information.

Anirudh Sundar, Christopher Richardson, William Gay, Larry Heck

CoRR, 2024

gTBLS: Generating Tables from Text by Conditional Question Answering.

Anirudh Sundar, Christopher Richardson, Larry Heck

CoRR, 2024

Are Human Conversations Special? A Large Language Model Perspective.

Toshish Jawale, Chaitanya Animesh, Sekhar Vallath, Kartik Talamadupula, Larry Heck

CoRR, 2024

Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving?

Benjamin Z. Reichman, Larry Heck

CoRR, 2024

Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs.

Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Rushil Chandrupatla, Dylan Chu, Xiyuan Zhang, Larry Heck, Tajana Rosing

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

Dense Passage Retrieval: Is it Retrieving?

Benjamin Z. Reichman, Larry Heck

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Reinforcement Learning via Auxiliary Task Distillation.

Abhinav Narayan Harish, Larry Heck, Josiah P. Hanna, Zsolt Kira, Andrew Szot

Proceedings of the Computer Vision - ECCV 2024, 2024

mForms : Multimodal Form Filling with Question Answering.

Larry Heck, Simon Heck, Anirudh S. Sundar

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

"I don't know how to help with that" - Learning from Limitations of Modern Conversational Agent Systems in Caregiving Networks.

Tamara Zubatiy, Niharika Mathur, Larry Heck, Kayci L. Vickers, Agata Rozga, Elizabeth D. Mynatt

Proc. ACM Hum. Comput. Interact., 2023

SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback.

Christopher Richardson, Anirudh Sundar, Larry Heck

CoRR, 2023

cTBL: Augmenting Large Language Models for Conversational Tables.

Anirudh S. Sundar, Larry Heck

CoRR, 2023

Commonsense Reasoning for Conversational AI: A Survey of the State of the Art.

Christopher Richardson, Larry Heck

CoRR, 2023

Syndicom: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback.

Christopher Richardson, Larry Heck

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Cross-Modal Dense Passage Retrieval for Outside Knowledge Visual Question Answering.

Benjamin Z. Reichman, Larry Heck

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Outside Knowledge Visual Question Answering Version 2.0.

Benjamin Z. Reichman, Anirudh Sundar, Christopher Richardson, Tamara Zubatiy, Prithwijit Chowdhury, Aaryan Shah, Jack Truxal, Micah Grimes, Dristi Shah, Woo Ju Chee, Saif Punjwani, Atishay Jain, Larry Heck

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Multimodal Conversational AI: A Survey of Datasets and Approaches.

Anirudh Sundar, Larry Heck

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

Grounding Open-Domain Instructions to Automate Web Support Tasks.

Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James A. Landay, Monica Lam

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Zero-Shot Visual Slot Filling as Question Answering.

Larry Heck, Simon Heck

CoRR, 2020

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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019

Efficient Incremental Learning for Mobile Object Detection.

Dawei Li, Serafettin Tasci, Shalini Ghosh, Jingwen Zhu, Junting Zhang, Larry P. Heck

CoRR, 2019

Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation.

Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo

CoRR, 2019

Self-Supervised Methods for Learning Semantic Similarity in Music.

Mason Bretan, Larry P. Heck

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Learning Object Models For Non-prehensile Manipulation.

Siddharth Sanan, Mason Bretan, Larry P. Heck

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

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

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

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

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

RILOD: near real-time incremental learning for object detection at the edge.

Dawei Li, Serafettin Tasci, Shalini Ghosh, Jingwen Zhu, Junting Zhang, Larry P. Heck

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Learning an Effective Control Policy for a Robotic Drumstick via Self-Supervision.

Mason Bretan, Siddharth Sanan, Larry P. Heck

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Robot Learning by Collaborative Network Training: A Self-Supervised Method using Ranking.

Mason Bretan, Sageev Oore, Siddharth Sanan, Larry P. Heck

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System.

Chanwoo Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Building a Conversational Agent Overnight with Dialogue Self-Play.

Pararth Shah, Dilek Hakkani-Tür, Gökhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry P. Heck

CoRR, 2018

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.

Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding.

Shyam Upadhyay, Manaal Faruqui, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning.

Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck

CoRR, 2017

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning.

Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck

CoRR, 2017

Learning and Evaluating Musical Features with Deep Autoencoders.

Mason Bretan, Sageev Oore, Douglas Eck, Larry P. Heck

CoRR, 2017

Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders.

Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

CoRR, 2017

Sequential Dialogue Context Modeling for Spoken Language Understanding.

Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

The Future of Artificially Intelligent Assistants.

Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation.

Neha Nayak, Dilek Hakkani-Tür, Marilyn A. Walker, Larry P. Heck

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling.

Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

A Unit Selection Methodology for Music Generation Using Deep Neural Networks.

Mason Bretan, Gil Weinberg, Larry P. Heck

Proceedings of the Eighth International Conference on Computational Creativity, 2017

Learning concepts through conversations in spoken dialogue systems.

Robin Jia, Larry P. Heck, Dilek Hakkani-Tür, Georgi Nikolov

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scalable multi-domain dialogue state tracking.

Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Deep Music: Towards Musical Dialogue.

Mason Bretan, Sageev Oore, Jesse H. Engel, Douglas Eck, Larry P. Heck

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Conversational In-Vehicle Dialog Systems: The past, present, and future.

Fuliang Weng, Pongtep Angkititrakul, Elizabeth Shriberg, Larry P. Heck, Stanley Peters, John H. L. Hansen

IEEE Signal Process. Mag., 2016

Contextual LSTM (CLSTM) models for Large scale NLP tasks.

Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry P. Heck

CoRR, 2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding.

Aaron Jaech, Larry P. Heck, Mari Ostendorf

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.

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

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation.

Hongzhao Huang, Larry P. Heck, Heng Ji

CoRR, 2015

2014

Zero-Shot Learning and Clustering for Semantic Utterance Classification.

Yann N. Dauphin, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 2nd International Conference on Learning Representations, 2014

Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding.

Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür, Geoffrey Zweig

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions.

Dilek Hakkani-Tür, Malcolm Slaney, Asli Celikyilmaz, Larry P. Heck

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems.

Lu Wang, Larry P. Heck, Dilek Hakkani-Tür

Proceedings of the IEEE International Conference on Acoustics, 2014

Speaker verification based processing for robust ASR in co-channel speech scenarios.

Seyed Omid Sadjadi, Larry P. Heck

Proceedings of the IEEE International Conference on Acoustics, 2014

A variational Bayesian model for user intent detection.

Yangfeng Ji, Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür

Proceedings of the IEEE International Conference on Acoustics, 2014

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, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the IEEE International Conference on Acoustics, 2014

Deep learning of knowledge graph embeddings for semantic parsing of Twitter dialogs.

Larry P. Heck, Hongzhao Huang

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Leveraging knowledge graphs for web-scale unsupervised semantic parsing.

Larry P. Heck, Dilek Hakkani-Tür, Gökhan Tür

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Multi-Modal Conversational Search and Browse.

Larry P. Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gökhan Tür, Rukmini Iyer, Partha Parthasarathy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler

Proceedings of the First Workshop on Speech, 2013

A weakly-supervised approach for discovering new user intents from search query logs.

Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Using a knowledge graph and query click logs for unsupervised learning of relation detection.

Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür

Proceedings of the IEEE International Conference on Acoustics, 2013

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

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Exploiting the Semantic Web for unsupervised spoken language understanding.

Larry P. Heck, Dilek Hakkani-Tür

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing.

Gökhan Tür, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog.

Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System.

Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Ashley Fidler, Asli Celikyilmaz

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Translating natural language utterances to search queries for SLU domain detection using query click logs.

Dilek Hakkani-Tür, Gökhan Tür, Rukmini Iyer, Larry P. Heck

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Research Challenges and Opportunities in Mobile Applications [DSP Education].

Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck

IEEE Signal Process. Mag., 2011

Bootstrapping Domain Detection Using Query Click Logs for New Domains.

Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Elizabeth Shriberg

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Sentence simplification for spoken language understanding.

Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck, Sarangarajan Parthasarathy

Proceedings of the IEEE International Conference on Acoustics, 2011

Exploiting query click logs for utterance domain detection in spoken language understanding.

Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür

Proceedings of the IEEE International Conference on Acoustics, 2011

Employing web search query click logs for multi-domain spoken language understanding.

Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

What is left to be understood in ATIS?

Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

2008

Trada: tree based ranking function adaptation.

Keke Chen, Rongqing Lu, C. K. Wong, Gordon Sun, Larry P. Heck, Belle L. Tseng

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2004

Study on the effect of lexical mismatch in text-dependent speaker verification.

Daniel Boies, Matthieu Hébert, Larry P. Heck

Proceedings of the Odyssey 2004: The Speaker and Language Recognition Workshop, Toledo, Spain, May 31, 2004

Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach.

Larry P. Heck, Mark Z. Mao

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

2003

Phonetic class-based speaker verification.

Matthieu Hébert, Larry P. Heck

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002

An adaptive speaker verification system with speaker dependent a priori decision thresholds.

Nikki Mirghafori, Larry P. Heck

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Combining speaker and speech recognition systems.

Larry P. Heck, Dominique Genoud

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001

Integrating speaker and speech recognizers: Automatic identity claim capture for speaker verification.

Larry P. Heck, Dominique Genoud

Proceedings of the 2001: A Speaker Odyssey, 2001

2000

Robustness to telephone handset distortion in speaker recognition by discriminative feature design.

Larry P. Heck, Yochai Konig, M. Kemal Sönmez, Mitch Weintraub

Speech Commun., 2000

Multiple Speaker Tracking and Detection: Handset Normalization and Duration Scoring.

M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub

Digit. Signal Process., 2000

A model-based transformational approach to robust speaker recognition.

Remco Teunen, Ben Shahshahani, Larry P. Heck

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

On-line unsupervised adaptation in speaker verification.

Larry P. Heck, Nikki Mirghafori

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999

Robust text-independent speaker identification over telephone channels.

Hema A. Murthy, Françoise Beaufays, Larry P. Heck, Mitchel Weintraub

IEEE Trans. Speech Audio Process., 1999

Speaker tracking and detection with multiple speakers.

M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Modeling dynamic prosodic variation for speaker verification.

M. Kemal Sönmez, Elizabeth Shriberg, Larry P. Heck, Mitchel Weintraub

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997

Optimal interpolation of structural responses for active noise control.

Larry P. Heck, Koorosh Naghshineh

IEEE Trans. Speech Audio Process., 1997

A lognormal tied mixture model of pitch for prosody based speaker recognition.

M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub, Elizabeth Shriberg

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Acoustic clustering and adaptation for robust speech recognition.

Larry P. Heck, Ananth Sankar

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Handset-dependent background models for robust text-independent speaker recognition.

Larry P. Heck, Mitch Weintraub

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A Speaker Identification Agent.

Luc E. Julia, Larry P. Heck, Adam Cheyer

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996

Automated placement of transducers for active noise control: performance measures.

Julia A. Olkin, Larry P. Heck, Koorosh Naghshineh

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Selection of observations in signal reconstruction.

Stanley J. Reeves, Larry P. Heck

IEEE Trans. Signal Process., 1995

1994

Gaussian mixture model classifiers for machine monitoring.

Larry P. Heck, Kenneth C. Chou

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Subspace techniques for large-scale feature selection.

Larry P. Heck, James H. McClellan

Proceedings of the IEEE International Conference on Acoustics, 1993

Signal processing research in automatic tool wear monitoring.

Larry P. Heck

Proceedings of the IEEE International Conference on Acoustics, 1993

1991

Integration of speaker and speech recognition systems.

Douglas A. Reynolds, Larry P. Heck

Proceedings of the 1991 International Conference on Acoustics, 1991

Mechanical system monitoring using hidden Markov models.

Larry P. Heck, James H. McClellan

Proceedings of the 1991 International Conference on Acoustics, 1991

1990

Automatic design of parallel implementations of DSP algorithms.

Byung Moo Kim, Larry P. Heck

Proceedings of the 1990 International Conference on Acoustics, 1990