Nikola Mrksic

63 papers A* 4A 2B 1C 2Journal 32Unranked 21
YearRankTypeTitle / Venue / Authors
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
2021 — conf
Multilingual and Cross-Lingual Intent Detection from Spoken Data.
EMNLP (1)
Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
2021 J jnl
Multilingual and Cross-Lingual Intent Detection from Spoken Data.
CoRR
Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
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
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
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
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 A* conf
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization.
EMNLP
Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018 J jnl
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization.
CoRR
Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018 — —
Data-driven language understanding for spoken dialogue systems.
Nikola Mrksic
2018 — conf
Deep Learning for Conversational AI.
NAACL-HLT (Tutorial Abstracts)
Pei-Hao Su, Nikola Mrksic, Iñigo Casanueva, Ivan Vulic
2018 — conf
Fully Statistical Neural Belief Tracking.
ACL (2)
Nikola Mrksic, Ivan Vulic
2018 J jnl
Fully Statistical Neural Belief Tracking.
CoRR
Nikola Mrksic, Ivan Vulic
2018 — conf
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources.
NAACL-HLT
Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018 J jnl
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources.
CoRR
Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018 — conf
Specialising Word Vectors for Lexical Entailment.
NAACL-HLT
Ivan Vulic, Nikola Mrksic
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 — conf
A Network-based End-to-End Trainable Task-oriented Dialogue System.
EACL (1)
Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve J. Young
2017 A* conf
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation.
EMNLP
Ivan Vulic, Nikola Mrksic, Anna Korhonen
2017 J jnl
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation.
CoRR
Ivan Vulic, Nikola Mrksic, Anna Korhonen
2017 J jnl
Dialogue manager domain adaptation using Gaussian process reinforcement learning.
Comput. Speech Lang.
Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
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
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules.
ACL (1)
Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen
2017 J jnl
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules.
CoRR
Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen
2017 — conf
Neural Belief Tracker: Data-Driven Dialogue State Tracking.
ACL (1)
Nikola Mrksic, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, 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 J jnl
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.
CoRR
Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
2017 J jnl
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.
Trans. Assoc. Comput. Linguistics
Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
2017 J jnl
Specialising Word Vectors for Lexical Entailment.
CoRR
Ivan Vulic, Nikola Mrksic
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 J jnl
A Network-based End-to-End Trainable Task-oriented Dialogue System.
CoRR
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
2016 A* conf
Conditional Generation and Snapshot Learning in Neural Dialogue Systems.
EMNLP
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
2016 J jnl
Conditional Generation and Snapshot Learning in Neural Dialogue Systems.
CoRR
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
2016 J jnl
Continuously Learning Neural Dialogue Management.
CoRR
Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016 — conf
Counter-fitting Word Vectors to Linguistic Constraints.
HLT-NAACL
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016 J jnl
Counter-fitting Word Vectors to Linguistic Constraints.
CoRR
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016 J jnl
Dialogue manager domain adaptation using Gaussian process reinforcement learning.
CoRR
Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016 B conf
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding.
COLING
Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young
2016 J jnl
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding.
CoRR
Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young
2016 — conf
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems.
HLT-NAACL
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young
2016 J jnl
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems.
CoRR
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young
2016 J jnl
Neural Belief Tracker: Data-Driven Dialogue State Tracking.
CoRR
Nikola Mrksic, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, Steve J. Young
2016 — conf
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems.
ACL (1)
Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016 J jnl
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems.
CoRR
Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015 J jnl
Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems.
CoRR
Pei-Hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015 A conf
Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems.
INTERSPEECH
Pei-Hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015 — conf
Multi-domain Dialog State Tracking using Recurrent Neural Networks.
ACL (2)
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015 J jnl
Multi-domain Dialog State Tracking using Recurrent Neural Networks.
CoRR
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015 C conf
Multi-domain dialogue success classifiers for policy training.
ASRU
David Vandyke, Pei-Hao Su, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015 C conf
Policy committee for adaptation in multi-domain spoken dialogue systems.
ASRU
Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015 — conf
Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems.
SIGDIAL Conference
Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015 J jnl
Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems.
CoRR
Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015 A* conf
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems.
EMNLP
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015 J jnl
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems.
CoRR
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015 — conf
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking.
SIGDIAL Conference
Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015 J jnl
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking.
CoRR
Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young