Matthew Henderson

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 22

Top Topics

Dialogue System

Recurrent Neural Networks

Context Sensitive

Top Venues

Publications

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 (2024)
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 (2024)
Matthew Henderson, Ivan Vulic
ConVEx: Data-Efficient and Few-Shot Slot Labeling. NAACL-HLT (2021)
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)
Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. CoRR (2020)
Matthew Henderson, Ivan Vulic
ConVEx: Data-Efficient and Few-Shot Slot Labeling. CoRR (2020)
Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic
Efficient Intent Detection with Dual Sentence Encoders. CoRR (2020)
Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. ACL (2020)
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 (2019)
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 (2019)
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 (2019)
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 (2019)
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)
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)
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) (2019)
Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic
ConveRT: Efficient and Accurate Conversational Representations from Transformers. CoRR (2019)
Girish Kumar, Matthew Henderson, Shannon Chan, Hoang Nguyen, Lucas Ngoo
Question-Answer Selection in User to User Marketplace Conversations. IWSDS (2018)
Girish Kumar, Matthew Henderson, Shannon Chan, Hoang Nguyen, Lucas Ngoo
Question-Answer Selection in User to User Marketplace Conversations. CoRR (2018)
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason D. Williams, Matthew Henderson, Koichiro Yoshino
The fifth dialog state tracking challenge. SLT (2016)
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason D. Williams, Matthew Henderson
The Fourth Dialog State Tracking Challenge. IWSDS (2016)
Jason D. Williams, Antoine Raux, Matthew Henderson
Introduction to the Special Issue on Dialogue State Tracking. Dialogue Discourse 7 (3) (2016)
Jason D. Williams, Antoine Raux, Matthew Henderson
The Dialog State Tracking Challenge Series: A Review. Dialogue Discourse 7 (3) (2016)
Jason D. Williams, Matthew Henderson, Antoine Raux, Blaise Thomson, Alan W. Black, Deepak Ramachandran
The Dialog State Tracking Challenge Series. AI Mag. 35 (4) (2014)
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)
Dongho Kim, Matthew Henderson, Milica Gasic, Pirros Tsiakoulis, Steve J. Young
The use of discriminative belief tracking in POMDP-based dialogue systems. SLT (2014)
Matthew Henderson, Blaise Thomson, Jason D. Williams
The Second Dialog State Tracking Challenge. SIGDIAL Conference (2014)
Matthew Henderson, Blaise Thomson, Steve J. Young
Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation. SLT (2014)
Matthew Henderson, Blaise Thomson, Steve J. Young
Word-Based Dialog State Tracking with Recurrent Neural Networks. SIGDIAL Conference (2014)
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)
Dongho Kim, Catherine Breslin, Pirros Tsiakoulis, Milica Gasic, Matthew Henderson, Steve J. Young
Inverse reinforcement learning for micro-turn management. INTERSPEECH (2014)
Matthew Henderson, Blaise Thomson, Jason D. Williams
The third Dialog State Tracking Challenge. SLT (2014)
Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Steve J. Young
Dialogue context sensitive speech synthesis using factorized decision trees. INTERSPEECH (2014)
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)
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)
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)
Matthew Henderson, Blaise Thomson, Steve J. Young
Deep Neural Network Approach for the Dialog State Tracking Challenge. SIGDIAL Conference (2013)
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)
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)
Matthew Henderson, Milica Gasic, Blaise Thomson, Pirros Tsiakoulis, Kai Yu, Steve J. Young
Discriminative spoken language understanding using word confusion networks. SLT (2012)
Blaise Thomson, Milica Gasic, Matthew Henderson, Pirros Tsiakoulis, Steve J. Young
N-best error simulation for training spoken dialogue systems. SLT (2012)
Milica Gasic, Matthew Henderson, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young
Policy optimisation of POMDP-based dialogue systems without state space compression. SLT (2012)
Sean Davis, Matthew Henderson, Andrew Smith
Modeling Sudoku Puzzles with Python. SciPy (2010)
Matthew Henderson, John Shawe-Taylor, Janez Zerovnik
Mixture of Vector Experts. ALT (2005)