Nikola Mrkšić
27 papers · 2015–2021 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6) 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (8)
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Academic Marathon
(6)
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Taxonomy Completionist
(44)
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Cross-Pollinator
(12)
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Keyword Trendsetter Combo
(3)
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Topic Evolution
🤝
Dynamic Duo
(19)
📈
Trend Setter
🗃️
Keyword Collector
(92)
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Prolific Year
(5)
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Century Club
(27)
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Unstoppable
(7)
Conferences
ACL (8)
EMNLP (8)
NAACL (5)
EACL (2)
IJCNLP (2)
COLING (1)
INTERSPEECH (1)
Top co-authors
Keywords
word vector
(5)
task-oriented dialogue
(4)
response selection
(3)
cross-lingual transfer
(3)
spoken language understanding
(3)
semantic similarity
(3)
dialogue state tracking
(3)
word embedding
(3)
dialogue system
(3)
distributional semantics
(3)
goal-oriented dialogue
(2)
intent detection
(2)
vector space
(2)
domain adaptation
(2)
transfer learning
(2)
representation learning
(2)
conversational search
(2)
conversational ai
(1)
few-shot learning
(1)
lexical semantics
(1)
Papers
Multilingual and Cross-Lingual Intent Detection from Spoken Data
EMNLP 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
IJCNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
A Repository of Conversational Datasets
ACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
NAACL 2018
Specialising Word Vectors for Lexical Entailment
NAACL 2018
Deep Learning for Conversational AI
NAACL 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
EMNLP 2018
Fully Statistical Neural Belief Tracking
ACL 2018
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
EMNLP 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules
ACL 2017
Neural Belief Tracker: Data-Driven Dialogue State Tracking
ACL 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 2017
Word Vector Space Specialisation
EACL 2017
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
INTERSPEECH 2017
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
EMNLP 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
COLING 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
ACL 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
NAACL 2016
Counter-fitting Word Vectors to Linguistic Constraints
NAACL 2016
Multi-domain Dialog State Tracking using Recurrent Neural Networks
ACL 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
EMNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks
IJCNLP 2015