Iñigo Casanueva

42 papers A* 2A 2Journal 18Unranked 19
YearRankTypeTitle / Venue / Authors
2022 — conf
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification.
NAACL-HLT (Findings)
Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski
2022 J jnl
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification.
CoRR
Georgios P. Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski
2022 J jnl
Improved and Efficient Conversational Slot Labeling through Question Answering.
CoRR
Gabor Fuisz, Ivan Vulic, Samuel Gibbons, Iñigo Casanueva, Pawel Budzianowski
2022 A* conf
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders.
EMNLP
Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski
2022 — conf
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue.
NAACL-HLT (Findings)
Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski
2022 J jnl
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue.
CoRR
Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski
2021 — conf
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.
EMNLP (1)
Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021 J jnl
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.
CoRR
Ivan Vulic, Pei-Hao Su, Sam Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2020 — conf
ConveRT: Efficient and Accurate Conversational Representations from Transformers.
EMNLP (Findings)
Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic
2020 J jnl
Efficient Intent Detection with Dual Sentence Encoders.
CoRR
Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic
2019 J jnl
A Repository of Conversational Datasets.
CoRR
Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen
2019 J jnl
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model.
CoRR
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic
2019 J jnl
ConveRT: Efficient and Accurate Conversational Representations from Transformers.
CoRR
Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic
2019 — conf
Data Collection and End-to-End Learning for Conversational AI.
EMNLP/IJCNLP (2)
Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iñigo Casanueva, Ivan Vulic
2019 — conf
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.
EMNLP/IJCNLP (3)
Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019 J jnl
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.
CoRR
Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019 — conf
Training Neural Response Selection for Task-Oriented Dialogue Systems.
ACL (1)
Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019 J jnl
Training Neural Response Selection for Task-Oriented Dialogue Systems.
CoRR
Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2018 — conf
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model.
SIGDIAL Conference
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic
2018 — conf
Deep Learning for Conversational AI.
NAACL-HLT (Tutorial Abstracts)
Pei-Hao Su, Nikola Mrksic, Iñigo Casanueva, Ivan Vulic
2018 — conf
Feudal Dialogue Management with Jointly Learned Feature Extractors.
SIGDIAL Conference
Iñigo Casanueva, Pawel Budzianowski, Stefan Ultes, Florian Kreyssig, Bo-Hsiang Tseng, Yen-Chen Wu, Milica Gasic
2018 — conf
Feudal Reinforcement Learning for Dialogue Management in Large Domains.
NAACL-HLT (2)
Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic
2018 J jnl
Feudal Reinforcement Learning for Dialogue Management in Large Domains.
CoRR
Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic
2018 A* conf
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling.
EMNLP
Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
2018 J jnl
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling.
CoRR
Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
2018 J jnl
Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems.
CoRR
Lina Maria Rojas-Barahona, Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Milica Gasic, Bo-Hsiang Tseng, Steve J. Young
2018 J jnl
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems.
CoRR
Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic
2018 — conf
Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems.
SIGDIAL Conference
Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic
2018 — conf
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems.
SIGDIAL Conference
Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic
2018 J jnl
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems.
CoRR
Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic
2017 J jnl
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management.
CoRR
Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Stefan Ultes, Lina Maria Rojas-Barahona, Steve J. Young, Milica Gasic
2017 A conf
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning.
INTERSPEECH
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017 — conf
PyDial: A Multi-domain Statistical Dialogue System Toolkit.
ACL (System Demonstrations)
Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iñigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017 — conf
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning.
SIGDIAL Conference
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017 J jnl
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning.
CoRR
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017 — conf
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning.
SIGDIAL Conference
Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
2017 J jnl
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning.
CoRR
Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
2016 A conf
Improving Generalisation to New Speakers in Spoken Dialogue State Tracking.
INTERSPEECH
Iñigo Casanueva, Thomas Hain, Phil D. Green
2016 — —
Personalised dialogue management for users with speech disorders.
Iñigo Casanueva
2016 — conf
Using phone features to improve dialogue state tracking generalisation to unseen states.
SIGDIAL Conference
Iñigo Casanueva, Thomas Hain, Mauro Nicolao, Phil D. Green
2015 — conf
Knowledge transfer between speakers for personalised dialogue management.
SIGDIAL Conference
Iñigo Casanueva, Thomas Hain, Heidi Christensen, Ricard Marxer, Phil D. Green
2013 — conf
homeService: Voice-enabled assistive technology in the home using cloud-based automatic speech recognition.
SLPAT
Heidi Christensen, Iñigo Casanueva, Stuart P. Cunningham, Phil D. Green, Thomas Hain