Automatic design of parallel implementations of DSP algorithms. - Byung Moo Kim; Larry P. Heck (ICASSP, 1990)

Mechanical system monitoring using hidden Markov models. - Larry P. Heck; James H. McClellan (ICASSP, 1991)

Integration of speaker and speech recognition systems. - Douglas A. Reynolds; Larry P. Heck (ICASSP, 1991)

A subspace approach to the auomatic design of pattern recognition systems for mechanical system monitoring. - Larry Heck (1991)

Signal processing research in automatic tool wear monitoring. - Larry P. Heck (ICASSP (1), 1993)

Subspace techniques for large-scale feature selection. - Larry P. Heck; James H. McClellan (ICASSP (4), 1993)

Gaussian mixture model classifiers for machine monitoring. - Larry P. Heck; Kenneth C. Chou (ICASSP (6), 1994)

Selection of observations in signal reconstruction. - Stanley J. Reeves; Larry P. Heck (IEEE Trans. Signal Process., 1995)

Automated placement of transducers for active noise control: performance measures. - Julia A. Olkin; Larry P. Heck; Koorosh Naghshineh (ICASSP, 1996)

A Speaker Identification Agent. - Luc E. Julia; Larry P. Heck; Adam Cheyer (AVBPA, 1997)

Handset-dependent background models for robust text-independent speaker recognition. - Larry P. Heck; Mitch Weintraub (ICASSP, 1997)

Acoustic clustering and adaptation for robust speech recognition. - Larry P. Heck; Ananth Sankar (EUROSPEECH, 1997)

A lognormal tied mixture model of pitch for prosody based speaker recognition. - M. Kemal Sönmez; Larry P. Heck; Mitchel Weintraub; Elizabeth Shriberg (EUROSPEECH, 1997)

Optimal interpolation of structural responses for active noise control. - Larry P. Heck; Koorosh Naghshineh (IEEE Trans. Speech Audio Process., 1997)

Modeling dynamic prosodic variation for speaker verification. - M. Kemal Sönmez; Elizabeth Shriberg; Larry P. Heck; Mitchel Weintraub (ICSLP, 1998)

Speaker tracking and detection with multiple speakers. - M. Kemal Sönmez; Larry P. Heck; Mitchel Weintraub (EUROSPEECH, 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)

On-line unsupervised adaptation in speaker verification. - Larry P. Heck; Nikki Mirghafori (INTERSPEECH, 2000)

A model-based transformational approach to robust speaker recognition. - Remco Teunen; Ben Shahshahani; Larry P. Heck (INTERSPEECH, 2000)

Multiple Speaker Tracking and Detection: Handset Normalization and Duration Scoring. - M. Kemal Sönmez; Larry P. Heck; Mitchel Weintraub (Digit. Signal Process., 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)

Integrating speaker and speech recognizers: Automatic identity claim capture for speaker verification. - Larry P. Heck; Dominique Genoud (Odyssey, 2001)

Combining speaker and speech recognition systems. - Larry P. Heck; Dominique Genoud (INTERSPEECH, 2002)

An adaptive speaker verification system with speaker dependent a priori decision thresholds. - Nikki Mirghafori; Larry P. Heck (INTERSPEECH, 2002)

Phonetic class-based speaker verification. - Matthieu Hébert; Larry P. Heck (INTERSPEECH, 2003)

Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach. - Larry P. Heck; Mark Z. Mao (INTERSPEECH, 2004)

Study on the effect of lexical mismatch in text-dependent speaker verification. - Daniel Boies; Matthieu Hébert; Larry P. Heck (Odyssey, 2004)

Trada: tree based ranking function adaptation. - Keke Chen; Rongqing Lu; C. K. Wong; Gordon Sun; Larry P. Heck; Belle L. Tseng (CIKM, 2008)

What is left to be understood in ATIS? - Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck (SLT, 2010)

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 (ASRU, 2011)

Exploiting query click logs for utterance domain detection in spoken language understanding. - Dilek Hakkani-Tür; Larry P. Heck; Gökhan Tür (ICASSP, 2011)

Sentence simplification for spoken language understanding. - Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck; Sarangarajan Parthasarathy (ICASSP, 2011)

Bootstrapping Domain Detection Using Query Click Logs for New Domains. - Dilek Hakkani-Tür; Gökhan Tür; Larry P. Heck; Elizabeth Shriberg (INTERSPEECH, 2011)

Research Challenges and Opportunities in Mobile Applications [DSP Education]. - Dilek Hakkani-Tür; Gökhan Tür; Larry P. Heck (IEEE Signal Process. Mag., 2011)

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 (ICASSP, 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 (INTERSPEECH, 2012)

Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog. - Elizabeth Shriberg; Andreas Stolcke; Dilek Hakkani-Tür; Larry P. Heck (INTERSPEECH, 2012)

Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing. - Gökhan Tür; Minwoo Jeong; Ye-Yi Wang; Dilek Hakkani-Tür; Larry P. Heck (INTERSPEECH, 2012)

Exploiting the Semantic Web for unsupervised spoken language understanding. - Larry P. Heck; Dilek Hakkani-Tür (SLT, 2012)

Learning deep structured semantic models for web search using clickthrough data. - Po-Sen Huang; Xiaodong He 001; Jianfeng Gao 001; Li Deng 001; Alex Acero; Larry P. Heck (CIKM, 2013)

Using a knowledge graph and query click logs for unsupervised learning of relation detection. - Dilek Hakkani-Tür; Larry P. Heck; Gökhan Tür (ICASSP, 2013)

A weakly-supervised approach for discovering new user intents from search query logs. - Dilek Hakkani-Tür; Asli Celikyilmaz; Larry P. Heck; Gökhan Tür (INTERSPEECH, 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 (SLAM@INTERSPEECH, 2013)

Leveraging knowledge graphs for web-scale unsupervised semantic parsing. - Larry P. Heck; Dilek Hakkani-Tür; Gökhan Tür (INTERSPEECH, 2013)

Deep learning of knowledge graph embeddings for semantic parsing of Twitter dialogs. - Larry P. Heck; Hongzhao Huang (GlobalSIP, 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 (ICASSP, 2014)

A variational Bayesian model for user intent detection. - Yangfeng Ji; Dilek Hakkani-Tür; Asli Celikyilmaz; Larry P. Heck; Gökhan Tür (ICASSP, 2014)

Speaker verification based processing for robust ASR in co-channel speech scenarios. - Seyed Omid Sadjadi; Larry P. Heck (ICASSP, 2014)

Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems. - Lu Wang 008; Larry P. Heck; Dilek Hakkani-Tür (ICASSP, 2014)

Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. - Dilek Hakkani-Tür; Malcolm Slaney; Asli Celikyilmaz; Larry P. Heck (ICMI, 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 (INTERSPEECH, 2014)

Zero-Shot Learning and Clustering for Semantic Utterance Classification. - Yann N. Dauphin; Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck (ICLR (Poster), 2014)

Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation. - Hongzhao Huang; Larry P. Heck; Heng Ji (CoRR, 2015)

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. - Grégoire Mesnil; Yann N. Dauphin; Kaisheng Yao; Yoshua Bengio; Li Deng 001; Dilek Hakkani-Tür; Xiaodong He 001; Larry P. Heck; Gökhan Tür; Dong Yu 001; Geoffrey Zweig (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding. - Aaron Jaech; Larry P. Heck; Mari Ostendorf (INTERSPEECH, 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)

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)

Deep Music: Towards Musical Dialogue. - Mason Bretan; Sageev Oore; Jesse H. Engel; Douglas Eck; Larry P. Heck (AAAI, 2017)

Scalable multi-domain dialogue state tracking. - Abhinav Rastogi; Dilek Hakkani-Tür; Larry P. Heck (ASRU, 2017)

Learning concepts through conversations in spoken dialogue systems. - Robin Jia; Larry P. Heck; Dilek Hakkani-Tür; Georgi Nikolov (ICASSP, 2017)

A Unit Selection Methodology for Music Generation Using Deep Neural Networks. - Mason Bretan; Gil Weinberg; Larry P. Heck (ICCC, 2017)

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. - Ankur Bapna; Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck (INTERSPEECH, 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 (INTERSPEECH, 2017)

The Future of Artificially Intelligent Assistants. - Muthu Muthukrishnan; Andrew Tomkins; Larry P. Heck; Alborz Geramifard; Deepak Agarwal (KDD, 2017)

Sequential Dialogue Context Modeling for Spoken Language Understanding. - Ankur Bapna; Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck (SIGDIAL Conference, 2017)

Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders. - Ankur Bapna; Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck (CoRR, 2017)

Learning and Evaluating Musical Features with Deep Autoencoders. - Mason Bretan; Sageev Oore; Douglas Eck; Larry P. Heck (CoRR, 2017)

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning. - Bing Liu 024; Gökhan Tür; Dilek Hakkani-Tür; Pararth Shah; Larry P. Heck (CoRR, 2017)

Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. - Saurabh Kumar; Pararth Shah; Dilek Hakkani-Tür; Larry P. Heck (CoRR, 2017)

(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding. - Shyam Upadhyay; Manaal Faruqui; Gökhan Tür; Dilek Hakkani-Tür; Larry P. Heck (ICASSP, 2018)

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. - Bing Liu 024; Gökhan Tür; Dilek Hakkani-Tür; Pararth Shah; Larry P. Heck (NAACL-HLT, 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)

End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. - Chanwoo Kim 001; Minkyoo Shin; Shatrughan Singh; Larry Heck; Dhananjaya Gowda; Sungsoo Kim; Kwangyoun Kim; Mehul Kumar; Jiyeon Kim; Kyungmin Lee; Changwoo Han; Abhinav Garg; et al. (ASRU, 2019)

Robot Learning by Collaborative Network Training: A Self-Supervised Method using Ranking. - Mason Bretan; Sageev Oore; Siddharth Sanan; Larry P. Heck (AAMAS, 2019)

Learning an Effective Control Policy for a Robotic Drumstick via Self-Supervision. - Mason Bretan; Siddharth Sanan; Larry P. Heck (AAMAS, 2019)

RILOD: near real-time incremental learning for object detection at the edge. - Dawei Li 006; Serafettin Tasci; Shalini Ghosh; Jingwen Zhu; Junting Zhang; Larry P. Heck (SEC, 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 (ICCV, 2019)

Generative Visual Dialogue System via Weighted Likelihood Estimation. - Heming Zhang 003; Shalini Ghosh; Larry P. Heck; Stephen Walsh; Junting Zhang; Jie Zhang 026; C.-C. Jay Kuo (IJCAI, 2019)

Learning Object Models For Non-prehensile Manipulation. - Siddharth Sanan; Mason Bretan; Larry P. Heck (IROS, 2019)

Self-Supervised Methods for Learning Semantic Similarity in Music. - Mason Bretan; Larry P. Heck (ISMIR, 2019)

Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation. - Heming Zhang 003; Shalini Ghosh; Larry P. Heck; Stephen Walsh; Junting Zhang; Jie Zhang 026; C.-C. Jay Kuo (CoRR, 2019)

Efficient Incremental Learning for Mobile Object Detection. - Dawei Li 006; Serafettin Tasci; Shalini Ghosh; Jingwen Zhu; Junting Zhang; Larry P. Heck (CoRR, 2019)

Class-incremental Learning via Deep Model Consolidation. - Junting Zhang; Jie Zhang 026; Shalini Ghosh; Dawei Li 006; Serafettin Tasci; Larry P. Heck; Heming Zhang 003; C.-C. Jay Kuo (WACV, 2020)

Zero-Shot Visual Slot Filling as Question Answering. - Larry Heck; Simon Heck (CoRR, 2020)

Grounding Open-Domain Instructions to Automate Web Support Tasks. - Nancy Xu; Sam Masling; Michael Du; Giovanni Campagna; Larry Heck; James A. Landay; Monica Lam 001 (NAACL-HLT, 2021)

Multimodal Conversational AI: A Survey of Datasets and Approaches. - Anirudh Sundar; Larry Heck (ConvAI@ACL, 2022)

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; et al. (ICASSP, 2023)

Cross-Modal Dense Passage Retrieval for Outside Knowledge Visual Question Answering. - Benjamin Z. Reichman; Larry Heck (ICCV (Workshops), 2023)

Syndicom: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback. - Christopher Richardson; Larry Heck (SIGDIAL, 2023)

Commonsense Reasoning for Conversational AI: A Survey of the State of the Art. - Christopher Richardson; Larry Heck (CoRR, 2023)

cTBL: Augmenting Large Language Models for Conversational Tables. - Anirudh S. Sundar; Larry Heck (CoRR, 2023)

SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback. - Christopher Richardson; Anirudh Sundar; Larry Heck (CoRR, 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)

mForms : Multimodal Form Filling with Question Answering. - Larry Heck; Simon Heck; Anirudh S. Sundar (LREC/COLING, 2024)

Reinforcement Learning via Auxiliary Task Distillation. - Abhinav Narayan Harish; Larry Heck; Josiah P. Hanna; Zsolt Kira; Andrew Szot (ECCV (81), 2024)

Dense Passage Retrieval: Is it Retrieving? - Benjamin Z. Reichman; Larry Heck (EMNLP (Findings), 2024)

cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers. - Anirudh Sundar; Jin Xu; William Gay; Christopher Richardson; Larry Heck (NeurIPS, 2024)

Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. - Xiaofan Yu 001; Lanxiang Hu; Benjamin Z. Reichman; Rushil Chandrupatla; Dylan Chu; Xiyuan Zhang 001; Larry Heck; Tajana Rosing (SenSys, 2024)

Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? - Benjamin Z. Reichman; 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)

gTBLS: Generating Tables from Text by Conditional Question Answering. - Anirudh Sundar; 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)

Reading with Intent. - Benjamin Z. Reichman; Kartik Talamadupula; Toshish Jawale; Larry Heck (CoRR, 2024)

Allo-AVA: A Large-Scale Multimodal Conversational AI Dataset for Allocentric Avatar Gesture Animation. - Saif Punjwani; Larry Heck (CoRR, 2024)

Large Body Language Models. - Saif Punjwani; Larry Heck (CoRR, 2024)

LEGO: Language Model Building Blocks. - Shrenik Bhansali; Alwin Jin; Tyler Lizzo; Larry Heck (CoRR, 2024)

Gamaka Synthesis for Kalpitha Swaras in Carnatic Music. - Raghavasimhan Sankaranarayanan; Larry Heck; Gil Weinberg (ICASSP Workshops, 2025)

UNLEARN Efficient Removal of Knowledge in Large Language Models. - Tyler Lizzo; Larry Heck (NAACL (Findings), 2025)

SensorQA: A Question Answering Benchmark for Daily-Life Monitoring. - Benjamin Z. Reichman; Xiaofan Yu 001; Lanxiang Hu; Jack Truxal; Atishay Jain; Rushil Chandrupatla; Tajana Rosing; Larry Heck (SenSys, 2025)

Reading with Intent - Neutralizing Intent. - Benjamin Z. Reichman; Adar Avsian; Larry Heck (CoRR, 2025)

Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning. - Saif Punjwani; Larry Heck (CoRR, 2025)

Outside Knowledge Conversational Video (OKCV) Dataset - Dialoguing over Videos. - Benjamin Z. Reichman; Constantin Patsch; Jack Truxal; Atishay Jain; Larry Heck (CoRR, 2025)

SensorChat: Answering Qualitative and Quantitative Questions during Long-term Multimodal Sensor Interactions. - Xiaofan Yu 001; Lanxiang Hu; Benjamin Z. Reichman; Dylan Chu; Rushil Chandrupatla; Xiyuan Zhang 001; Larry Heck; Tajana Simunic Rosing (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)