NLPExplorer

Nikola Mrksic

Number of Papers:- 29

Number of Citations:- 350

First ACL Paper:- 2015

Latest ACL Paper:- 2021

Venues:-

EACL

NAACL

IJCNLP

TACL

ACL

Findings

COLING

SIGDIAL

EMNLP

Co-Authors:-

Similar Authors:-

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP

Multilingual and Cross-Lingual Intent Detection from Spoken Data EMNLP

ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP Findings

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking EMNLP

Training Neural Response Selection for Task-Oriented Dialogue Systems ACL

A Repository of Conversational Datasets ACL WS

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources NAACL

Ivan Vulić | Goran Glavaš | Nikola Mrkšić | Anna Korhonen |

Specialising Word Vectors for Lexical Entailment NAACL

Ivan Vulić | Nikola Mrkšić |

Deep Learning for Conversational AI NAACL

Pei-Hao Su | Nikola Mrkšić | Iñigo Casanueva | Ivan Vulić |

Fully Statistical Neural Belief Tracking ACL

Nikola Mrkšić | Ivan Vulić |

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP

Ivan Vulić | Nikola Mrkšić | Anna Korhonen |

A Network-based End-to-End Trainable Task-oriented Dialogue System EACL

Word Vector Space Specialisation EACL

Ivan Vulić | Nikola Mrkšić | Mohammad Taher Pilehvar |

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL

Neural Belief Tracker: Data-Driven Dialogue State Tracking ACL

PyDial: A Multi-domain Statistical Dialogue System Toolkit ACL

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints TACL

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning SIGDIAL WS

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning SIGDIAL WS

Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding COLING

Conditional Generation and Snapshot Learning in Neural Dialogue Systems EMNLP

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems NAACL

Counter-fitting Word Vectors to Linguistic Constraints NAACL

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems ACL

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems EMNLP

Multi-domain Dialog State Tracking using Recurrent Neural Networks ACL IJCNLP

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking SIGDIAL WS

Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems SIGDIAL WS