Pei-Hao Su
23 papers · 2015–2021 · 7 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (12) ๐ Interdisciplinary Bridge ๐ Academic Marathon (6) ๐ Conference Polyglot (7) ๐ Renaissance Researcher (7)
๐บ๏ธ
Taxonomy Completionist
(27)
๐งญ
Keyword Pioneer
๐
Interdisciplinary Bridge
๐ค
Dynamic Duo
(21)
โก
Prolific Year
(5)
๐๏ธ
Keyword Collector
(63)
๐
Century Club
(23)
๐
Trend Setter
๐ฅ
Unstoppable
(7)
Conferences
EMNLP (7)
ACL (6)
NAACL (4)
IJCNLP (3)
COLING (1)
EACL (1)
INTERSPEECH (1)
Top co-authors
Keywords
task-oriented dialogue
(4)
response selection
(3)
dialogue system
(3)
transfer learning
(2)
domain adaptation
(2)
intent detection
(2)
dialogue management
(2)
goal-oriented dialogue
(2)
spoken language understanding
(2)
conversational search
(2)
intent classification
(1)
conversational ai
(1)
state abstraction
(1)
cross-lingual transfer
(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
Proceedings of the First Workshop on NLP for Conversational AI
ACL 2019
A Repository of Conversational Datasets
ACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
Data Collection and End-to-End Learning for Conversational AI
EMNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
IJCNLP 2019
Data Collection and End-to-End Learning for Conversational AI
IJCNLP 2019
Deep Learning for Conversational AI
NAACL 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains
NAACL 2018
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
INTERSPEECH 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 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
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
EMNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks
IJCNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks
ACL 2015