Pei-Hao Su
21 papers · 2015–2021 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(19)
📈
Trend Setter
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(60)
Top co-authors
Research topics
Natural Language Processing
(9)
Generation
(8)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(5)
Machine Learning
(4)
Applications
(4)
Architectures
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Reinforcement Learning
(2)
Methods
(2)
Techniques
(2)
Computer Science
(1)
Keywords
response selection
(3)
task-oriented dialogue
(3)
dialogue system
(3)
transfer learning
(2)
intent detection
(2)
goal-oriented dialogue
(2)
spoken language understanding
(2)
dialogue management
(2)
domain adaptation
(2)
intent classification
(1)
conversational ai
(1)
state abstraction
(1)
cross-lingual transfer
(1)
conversational search
(1)
speech recognition
(1)
few-shot learning
(1)
semantic similarity
(1)
multilingual nlp
(1)
convolutional neural network
(1)
language understanding
(1)
Papers
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data
EMNLP 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
A Repository of Conversational Datasets
ACL 2019
Data Collection and End-to-End Learning for Conversational AI
EMNLP 2019
Data Collection and End-to-End Learning for Conversational AI
IJCNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
Proceedings of the First Workshop on NLP for Conversational AI
ACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
Deep Learning for Conversational AI
NAACL 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains
NAACL 2018
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 2017
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
Interspeech 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
EMNLP 2016
Counter-fitting Word Vectors to Linguistic Constraints
NAACL 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
COLING 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
NAACL 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
ACL 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