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2020 – today
- 2024
[i10]Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Deyu Fu, Donovan Ong, Eric Chen, Eugenie Lamprecht, Hai Pham, Isaac Ong, Kaloyan Aleksiev, Lei Li, Matthew Henderson, Max Bain, Mikel Artetxe, Nishant Relan, Piotr Padlewski, Qi Liu, Ren Chen, Samuel Phua, Yazheng Yang, Yi Tay, Yuqi Wang
, Zhongkai Zhu, Zhihui Xie:
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models. CoRR abs/2404.12387 (2024)- [i9]Piotr Padlewski, Max Bain, Matthew Henderson, Zhongkai Zhu, Nishant Relan, Hai Pham, Donovan Ong, Kaloyan Aleksiev, Aitor Ormazabal, Samuel Phua, Ethan Yeo, Eugenie Lamprecht, Qi Liu, Yuqi Wang, Eric Chen, Deyu Fu, Lei Li, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Mikel Artetxe, Yi Tay:
Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models. CoRR abs/2405.02287 (2024) - 2021
- [c28]Matthew Henderson, Ivan Vulic:
ConVEx: Data-Efficient and Few-Shot Slot Labeling. NAACL-HLT 2021: 3375-3389 - 2020
- [c27]Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson:
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. ACL 2020: 107-121 - [c26]Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic:
ConveRT: Efficient and Accurate Conversational Representations from Transformers. EMNLP (Findings) 2020: 2161-2174 - [i8]Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic:
Efficient Intent Detection with Dual Sentence Encoders. CoRR abs/2003.04807 (2020) - [i7]Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson:
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. CoRR abs/2005.08866 (2020) - [i6]Matthew Henderson, Ivan Vulic:
ConVEx: Data-Efficient and Few-Shot Slot Labeling. CoRR abs/2010.11791 (2020)
2010 – 2019
- 2019
- [j5]Charuleka Varadharajan, Boris Faybishenko, Amanda Henderson, Matthew Henderson, Valerie C. Hendrix, Susan S. Hubbard, Zarine Kakalia, Alexander Newman, Benjamin Potter, Heidi Steltzer, Roelof Versteeg, Deborah A. Agarwal, Kenneth H. Williams, Chelsea Wilmer, Yuxin Wu, Wendy Brown, Madison Burrus, Rosemary W. H. Carroll, Danielle S. Christianson, Baptiste Dafflon, Dipankar Dwivedi, Brian J. Enquist:
Challenges in Building an End-to-End System for Acquisition, Management, and Integration of Diverse Data From Sensor Networks in Watersheds: Lessons From a Mountainous Community Observatory in East River, Colorado. IEEE Access 7: 182796-182813 (2019) - [j4]Scott P. Kolodziej, Mohsen Aznaveh, Matthew Bullock, Jarrett David, Timothy A. Davis, Matthew Henderson, Yifan Hu, Read Sandström:
The SuiteSparse Matrix Collection Website Interface. J. Open Source Softw. 4(35): 1244 (2019) - [c25]Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su:
Training Neural Response Selection for Task-Oriented Dialogue Systems. ACL (1) 2019: 5392-5404 - [c24]Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su:
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. EMNLP/IJCNLP (3) 2019: 181-186 - [i5]Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen:
A Repository of Conversational Datasets. CoRR abs/1904.06472 (2019) - [i4]Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su:
Training Neural Response Selection for Task-Oriented Dialogue Systems. CoRR abs/1906.01543 (2019) - [i3]Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su:
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. CoRR abs/1909.01296 (2019) - [i2]Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic:
ConveRT: Efficient and Accurate Conversational Representations from Transformers. CoRR abs/1911.03688 (2019) - 2018
- [c23]Girish Kumar, Matthew Henderson, Shannon Chan, Hoang Nguyen, Lucas Ngoo:
Question-Answer Selection in User to User Marketplace Conversations. IWSDS 2018: 397-403 - [i1]Girish Kumar, Matthew Henderson, Shannon Chan, Hoang Nguyen, Lucas Ngoo:
Question-Answer Selection in User to User Marketplace Conversations. CoRR abs/1802.01766 (2018) - 2016
- [j3]Jason D. Williams, Antoine Raux, Matthew Henderson:
Introduction to the Special Issue on Dialogue State Tracking. Dialogue Discourse 7(3): 1-3 (2016) - [j2]Jason D. Williams, Antoine Raux, Matthew Henderson:
The Dialog State Tracking Challenge Series: A Review. Dialogue Discourse 7(3): 4-33 (2016) - [c22]Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason D. Williams, Matthew Henderson:
The Fourth Dialog State Tracking Challenge. IWSDS 2016: 435-449 - [c21]Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason D. Williams, Matthew Henderson, Koichiro Yoshino:
The fifth dialog state tracking challenge. SLT 2016: 511-517 - 2014
- [j1]Jason D. Williams, Matthew Henderson, Antoine Raux, Blaise Thomson, Alan W. Black, Deepak Ramachandran:
The Dialog State Tracking Challenge Series. AI Mag. 35(4): 121-124 (2014) - [c20]Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Steve J. Young:
Dialogue context sensitive HMM-based speech synthesis. ICASSP 2014: 2554-2558 - [c19]Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Catherine Breslin, Matthew Henderson, Martin Szummer, Blaise Thomson, Steve J. Young:
Incremental on-line adaptation of POMDP-based dialogue managers to extended domains. INTERSPEECH 2014: 140-144 - [c18]Dongho Kim, Catherine Breslin, Pirros Tsiakoulis, Milica Gasic, Matthew Henderson, Steve J. Young:
Inverse reinforcement learning for micro-turn management. INTERSPEECH 2014: 328-332 - [c17]Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Steve J. Young:
Dialogue context sensitive speech synthesis using factorized decision trees. INTERSPEECH 2014: 2937-2941 - [c16]Steve J. Young, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Eli Tzirkel-Hancock:
Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments. IWSDS 2014: 3-14 - [c15]Matthew Henderson, Blaise Thomson, Jason D. Williams:
The Second Dialog State Tracking Challenge. SIGDIAL Conference 2014: 263-272 - [c14]Matthew Henderson, Blaise Thomson, Steve J. Young:
Word-Based Dialog State Tracking with Recurrent Neural Networks. SIGDIAL Conference 2014: 292-299 - [c13]Matthew Henderson, Blaise Thomson, Jason D. Williams:
The third Dialog State Tracking Challenge. SLT 2014: 324-329 - [c12]Dongho Kim, Matthew Henderson, Milica Gasic, Pirros Tsiakoulis, Steve J. Young:
The use of discriminative belief tracking in POMDP-based dialogue systems. SLT 2014: 354-359 - [c11]Matthew Henderson, Blaise Thomson, Steve J. Young:
Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation. SLT 2014: 360-365 - 2013
- [c10]Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
Continuous asr for flexible incremental dialogue. ICASSP 2013: 8362-8366 - [c9]Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
On-line policy optimisation of Bayesian spoken dialogue systems via human interaction. ICASSP 2013: 8367-8371 - [c8]Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
POMDP-based dialogue manager adaptation to extended domains. SIGDIAL Conference 2013: 214-222 - [c7]Matthew Henderson, Blaise Thomson, Steve J. Young:
Deep Neural Network Approach for the Dialog State Tracking Challenge. SIGDIAL Conference 2013: 467-471 - 2012
- [c6]Milica Gasic, Pirros Tsiakoulis, Matthew Henderson, Blaise Thomson, Kai Yu, Eli Tzirkel, Steve J. Young:
The Effect of Cognitive Load on a Statistical Dialogue System. SIGDIAL Conference 2012: 74-78 - [c5]Milica Gasic, Matthew Henderson, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
Policy optimisation of POMDP-based dialogue systems without state space compression. SLT 2012: 31-36 - [c4]Blaise Thomson, Milica Gasic, Matthew Henderson, Pirros Tsiakoulis, Steve J. Young:
N-best error simulation for training spoken dialogue systems. SLT 2012: 37-42 - [c3]Matthew Henderson, Milica Gasic, Blaise Thomson, Pirros Tsiakoulis, Kai Yu, Steve J. Young:
Discriminative spoken language understanding using word confusion networks. SLT 2012: 176-181 - 2010
- [c2]Sean Davis, Matthew Henderson, Andrew Smith:
Modeling Sudoku Puzzles with Python. SciPy 2010: 49-55
2000 – 2009
- 2005
- [c1]Matthew Henderson, John Shawe-Taylor, Janez Zerovnik:
Mixture of Vector Experts. ALT 2005: 386-398
Coauthor Index
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