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Larry Heck
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- affiliation: Samsung
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Journal Articles
- 2023
- [j9]Tamara Zubatiy
, Niharika Mathur
, Larry Heck
, Kayci L. Vickers
, Agata Rozga
, Elizabeth D. Mynatt
:
"I don't know how to help with that" - Learning from Limitations of Modern Conversational Agent Systems in Caregiving Networks. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-28 (2023) - 2016
- [j8]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): 49-60 (2016) - 2015
- [j7]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): 530-539 (2015) - 2011
- [j6]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck:
Research Challenges and Opportunities in Mobile Applications [DSP Education]. IEEE Signal Process. Mag. 28(4): 108-110 (2011) - 2000
- [j5]M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub:
Multiple Speaker Tracking and Detection: Handset Normalization and Duration Scoring. Digit. Signal Process. 10(1-3): 133-142 (2000) - [j4]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): 181-192 (2000) - 1999
- [j3]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): 554-568 (1999) - 1997
- [j2]Larry P. Heck, Koorosh Naghshineh:
Optimal interpolation of structural responses for active noise control. IEEE Trans. Speech Audio Process. 5(6): 560-565 (1997) - 1995
- [j1]Stanley J. Reeves, Larry P. Heck:
Selection of observations in signal reconstruction. IEEE Trans. Signal Process. 43(3): 788-791 (1995)
Conference and Workshop Papers
- 2024
- [c72]Larry Heck, Simon Heck, Anirudh S. Sundar:
mForms : Multimodal Form Filling with Question Answering. LREC/COLING 2024: 11262-11271 - 2023
- [c71]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:
Outside Knowledge Visual Question Answering Version 2.0. ICASSP 2023: 1-5 - [c70]Benjamin Z. Reichman, Larry Heck:
Cross-Modal Dense Passage Retrieval for Outside Knowledge Visual Question Answering. ICCV (Workshops) 2023: 2829-2834 - [c69]Christopher Richardson, Larry Heck:
Syndicom: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback. SIGDIAL 2023: 297-308 - 2022
- [c68]Anirudh Sundar, Larry Heck:
Multimodal Conversational AI: A Survey of Datasets and Approaches. ConvAI@ACL 2022: 131-147 - 2021
- [c67]Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James A. Landay, Monica Lam:
Grounding Open-Domain Instructions to Automate Web Support Tasks. NAACL-HLT 2021: 1022-1032 - 2020
- [c66]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: 1120-1129 - 2019
- [c65]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:
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. ASRU 2019: 562-569 - [c64]Mason Bretan, Sageev Oore, Siddharth Sanan, Larry P. Heck:
Robot Learning by Collaborative Network Training: A Self-Supervised Method using Ranking. AAMAS 2019: 1333-1340 - [c63]Mason Bretan, Siddharth Sanan, Larry P. Heck:
Learning an Effective Control Policy for a Robotic Drumstick via Self-Supervision. AAMAS 2019: 2339-2341 - [c62]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: 113-126 - [c61]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: 2591-2600 - [c60]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: 1025-1031 - [c59]Siddharth Sanan, Mason Bretan, Larry P. Heck:
Learning Object Models For Non-prehensile Manipulation. IROS 2019: 4784-4789 - [c58]Mason Bretan, Larry P. Heck:
Self-Supervised Methods for Learning Semantic Similarity in Music. ISMIR 2019: 446-453 - 2018
- [c57]Shyam Upadhyay, Manaal Faruqui, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding. ICASSP 2018: 6034-6038 - [c56]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: 2060-2069 - 2017
- [c55]Mason Bretan, Sageev Oore, Jesse H. Engel, Douglas Eck, Larry P. Heck:
Deep Music: Towards Musical Dialogue. AAAI 2017: 5081-5082 - [c54]Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck:
Scalable multi-domain dialogue state tracking. ASRU 2017: 561-568 - [c53]Robin Jia, Larry P. Heck, Dilek Hakkani-Tür, Georgi Nikolov:
Learning concepts through conversations in spoken dialogue systems. ICASSP 2017: 5725-5729 - [c52]Mason Bretan, Gil Weinberg, Larry P. Heck:
A Unit Selection Methodology for Music Generation Using Deep Neural Networks. ICCC 2017: 72-79 - [c51]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. INTERSPEECH 2017: 2476-2480 - [c50]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: 3339-3343 - [c49]Muthu Muthukrishnan, Andrew Tomkins, Larry P. Heck, Alborz Geramifard, Deepak Agarwal:
The Future of Artificially Intelligent Assistants. KDD 2017: 33-34 - [c48]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Sequential Dialogue Context Modeling for Spoken Language Understanding. SIGDIAL Conference 2017: 103-114 - 2016
- [c47]Aaron Jaech, Larry P. Heck, Mari Ostendorf:
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding. INTERSPEECH 2016: 690-694 - 2014
- [c46]Larry P. Heck, Hongzhao Huang:
Deep learning of knowledge graph embeddings for semantic parsing of Twitter dialogs. GlobalSIP 2014: 597-601 - [c45]Seyed Omid Sadjadi, Larry P. Heck:
Speaker verification based processing for robust ASR in co-channel speech scenarios. ICASSP 2014: 1774-1778 - [c44]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: 4067-4071 - [c43]Yangfeng Ji, Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür:
A variational Bayesian model for user intent detection. ICASSP 2014: 4072-4076 - [c42]Lu Wang, Larry P. Heck, Dilek Hakkani-Tür:
Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems. ICASSP 2014: 4082-4086 - [c41]Dilek Hakkani-Tür, Malcolm Slaney
, Asli Celikyilmaz, Larry P. Heck:
Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. ICMI 2014: 263-266 - [c40]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: 2113-2117 - [c39]Yann N. Dauphin, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Zero-Shot Learning and Clustering for Semantic Utterance Classification. ICLR (Poster) 2014 - 2013
- [c38]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: 2333-2338 - [c37]Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür:
Using a knowledge graph and query click logs for unsupervised learning of relation detection. ICASSP 2013: 8327-8331 - [c36]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: 96-101 - [c35]Larry P. Heck, Dilek Hakkani-Tür, Gökhan Tür:
Leveraging knowledge graphs for web-scale unsupervised semantic parsing. INTERSPEECH 2013: 1594-1598 - [c34]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: 3780-3784 - 2012
- [c33]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: 4953-4956 - [c32]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: 330-333 - [c31]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: 334-337 - [c30]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: 338-341 - [c29]Larry P. Heck, Dilek Hakkani-Tür:
Exploiting the Semantic Web for unsupervised spoken language understanding. SLT 2012: 228-233 - 2011
- [c28]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: 419-424 - [c27]Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck, Sarangarajan Parthasarathy:
Sentence simplification for spoken language understanding. ICASSP 2011: 5628-5631 - [c26]Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür:
Exploiting query click logs for utterance domain detection in spoken language understanding. ICASSP 2011: 5636-5639 - [c25]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Elizabeth Shriberg:
Bootstrapping Domain Detection Using Query Click Logs for New Domains. INTERSPEECH 2011: 709-712 - 2010
- [c24]Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
What is left to be understood in ATIS? SLT 2010: 19-24 - 2008
- [c23]Keke Chen, Rongqing Lu, C. K. Wong, Gordon Sun, Larry P. Heck, Belle L. Tseng:
Trada: tree based ranking function adaptation. CIKM 2008: 1143-1152 - 2004
- [c22]Larry P. Heck, Mark Z. Mao:
Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach. INTERSPEECH 2004: 829-832 - [c21]Daniel Boies, Matthieu Hébert, Larry P. Heck:
Study on the effect of lexical mismatch in text-dependent speaker verification. Odyssey 2004: 135-140 - 2003
- [c20]Matthieu Hébert, Larry P. Heck:
Phonetic class-based speaker verification. INTERSPEECH 2003: 1665-1668 - 2002
- [c19]Nikki Mirghafori, Larry P. Heck:
An adaptive speaker verification system with speaker dependent a priori decision thresholds. INTERSPEECH 2002: 589-592 - [c18]Larry P. Heck, Dominique Genoud:
Combining speaker and speech recognition systems. INTERSPEECH 2002: 1369-1372 - 2001
- [c17]Larry P. Heck, Dominique Genoud:
Integrating speaker and speech recognizers: Automatic identity claim capture for speaker verification. Odyssey 2001: 249-254 - 2000
- [c16]Larry P. Heck, Nikki Mirghafori:
On-line unsupervised adaptation in speaker verification. INTERSPEECH 2000: 454-457 - [c15]Remco Teunen, Ben Shahshahani, Larry P. Heck:
A model-based transformational approach to robust speaker recognition. INTERSPEECH 2000: 495-498 - 1999
- [c14]M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub:
Speaker tracking and detection with multiple speakers. EUROSPEECH 1999: 2219-2222 - 1998
- [c13]M. Kemal Sönmez, Elizabeth Shriberg, Larry P. Heck, Mitchel Weintraub:
Modeling dynamic prosodic variation for speaker verification. ICSLP 1998 - 1997
- [c12]Luc E. Julia, Larry P. Heck, Adam Cheyer:
A Speaker Identification Agent. AVBPA 1997: 261-266 - [c11]Larry P. Heck, Mitch Weintraub:
Handset-dependent background models for robust text-independent speaker recognition. ICASSP 1997: 1071-1074 - [c10]M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub, Elizabeth Shriberg:
A lognormal tied mixture model of pitch for prosody based speaker recognition. EUROSPEECH 1997: 1391-1394 - [c9]Larry P. Heck, Ananth Sankar:
Acoustic clustering and adaptation for robust speech recognition. EUROSPEECH 1997: 1867-1870 - 1996
- [c8]Julia A. Olkin, Larry P. Heck, Koorosh Naghshineh:
Automated placement of transducers for active noise control: performance measures. ICASSP 1996: 969-972 - 1994
- [c7]Larry P. Heck, Kenneth C. Chou:
Gaussian mixture model classifiers for machine monitoring. ICASSP (6) 1994: 133-136 - 1993
- [c6]Larry P. Heck, James H. McClellan:
Subspace techniques for large-scale feature selection. ICASSP (4) 1993: 17-20 - [c5]Larry P. Heck:
Signal processing research in automatic tool wear monitoring. ICASSP (1) 1993: 55-58 - [c4]Stanley J. Reeves, Larry P. Heck:
Selection of observations in signal reconstruction. ICASSP (3) 1993: 444-447 - 1991
- [c3]Douglas A. Reynolds, Larry P. Heck:
Integration of speaker and speech recognition systems. ICASSP 1991: 869-872 - [c2]Larry P. Heck, James H. McClellan:
Mechanical system monitoring using hidden Markov models. ICASSP 1991: 1697-1700 - 1990
- [c1]Byung Moo Kim, Larry P. Heck:
Automatic design of parallel implementations of DSP algorithms. ICASSP 1990: 1053-1056
Informal and Other Publications
- 2024
- [i29]Benjamin Z. Reichman, Larry Heck:
Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? CoRR abs/2402.11035 (2024) - [i28]Toshish Jawale, Chaitanya Animesh, Sekhar Vallath, Kartik Talamadupula, Larry Heck:
Are Human Conversations Special? A Large Language Model Perspective. CoRR abs/2403.05045 (2024) - [i27]Anirudh Sundar, Christopher Richardson, Larry Heck:
gTBLS: Generating Tables from Text by Conditional Question Answering. CoRR abs/2403.14457 (2024) - [i26]Anirudh Sundar, Christopher Richardson, William Gay, Larry Heck:
iTBLS: A Dataset of Interactive Conversations Over Tabular Information. CoRR abs/2404.12580 (2024) - [i25]Anirudh Sundar, Jin Xu, William Gay, Christopher Richardson, Larry Heck:
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers. CoRR abs/2406.08398 (2024) - [i24]Abhinav Narayan Harish, Larry Heck, Josiah P. Hanna, Zsolt Kira, Andrew Szot:
Reinforcement Learning via Auxiliary Task Distillation. CoRR abs/2406.17168 (2024) - 2023
- [i23]Christopher Richardson, Larry Heck:
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art. CoRR abs/2302.07926 (2023) - [i22]Anirudh S. Sundar, Larry Heck:
cTBL: Augmenting Large Language Models for Conversational Tables. CoRR abs/2303.12024 (2023) - [i21]Christopher Richardson, Anirudh Sundar, Larry Heck:
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback. CoRR abs/2309.10015 (2023) - 2022
- [i20]Anirudh Sundar, Larry Heck:
Multimodal Conversational AI: A Survey of Datasets and Approaches. CoRR abs/2205.06907 (2022) - 2021
- [i19]Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James A. Landay, Monica S. Lam:
Grounding Open-Domain Instructions to Automate Web Support Tasks. CoRR abs/2103.16057 (2021) - 2020
- [i18]Larry Heck, Simon Heck:
Zero-Shot Visual Slot Filling as Question Answering. CoRR abs/2011.12340 (2020) - 2019
- [i17]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 abs/1902.09818 (2019) - [i16]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 abs/1903.07864 (2019) - [i15]Dawei Li, Serafettin Tasci, Shalini Ghosh, Jingwen Zhu, Junting Zhang, Larry P. Heck:
Efficient Incremental Learning for Mobile Object Detection. CoRR abs/1904.00781 (2019) - [i14]Chanwoo Kim, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda:
end-to-end training of a large vocabulary end-to-end speech recognition system. CoRR abs/1912.11040 (2019) - 2018
- [i13]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 abs/1801.04871 (2018) - [i12]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 abs/1804.06512 (2018) - 2017
- [i11]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders. CoRR abs/1705.03455 (2017) - [i10]Mason Bretan, Sageev Oore, Douglas Eck, Larry P. Heck:
Learning and Evaluating Musical Features with Deep Autoencoders. CoRR abs/1706.04486 (2017) - [i9]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. CoRR abs/1707.02363 (2017) - [i8]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 abs/1711.10712 (2017) - [i7]Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck:
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. CoRR abs/1712.08266 (2017) - [i6]Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck:
Scalable Multi-Domain Dialogue State Tracking. CoRR abs/1712.10224 (2017) - 2016
- [i5]Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry P. Heck:
Contextual LSTM (CLSTM) models for Large scale NLP tasks. CoRR abs/1602.06291 (2016) - [i4]Aaron Jaech, Larry P. Heck, Mari Ostendorf:
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding. CoRR abs/1604.00117 (2016) - [i3]Lu Wang, Larry P. Heck, Dilek Hakkani-Tür:
Leveraging Semantic Web Search and Browse Sessions for Multi-Turn Spoken Dialog Systems. CoRR abs/1606.07967 (2016) - [i2]Mason Bretan, Gil Weinberg, Larry P. Heck:
A Unit Selection Methodology for Music Generation Using Deep Neural Networks. CoRR abs/1612.03789 (2016) - 2015
- [i1]Hongzhao Huang, Larry P. Heck, Heng Ji:
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation. CoRR abs/1504.07678 (2015)
Coauthor Index
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