Iñigo Casanueva
18 papers · 2016–2022 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
🌈
Renaissance Researcher
(6)
🤝
Dynamic Duo
(14)
🔥
Unstoppable
(7)
📈
Trend Setter
💎
Century Club
(18)
🚀
Conference Pioneer
🗃️
Keyword Collector
(70)
⚡
Prolific Year
(6)
Conferences
EMNLP (6)
ACL (4)
NAACL (4)
IJCNLP (2)
INTERSPEECH (2)
Top co-authors
Keywords
task-oriented dialogue
(5)
dialogue system
(4)
transfer learning
(3)
response selection
(3)
sentence encoder
(3)
conversational search
(2)
few-shot learning
(2)
dialogue management
(2)
intent detection
(2)
domain adaptation
(2)
slot filling
(2)
spoken dialogue system
(2)
natural language understanding
(1)
intent classification
(1)
reinforcement learning
(1)
response generation
(1)
belief tracking
(1)
natural language generation
(1)
reward modeling
(1)
dialogue state tracking
(1)
Papers
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue
NAACL 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders
EMNLP 2022
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification
NAACL 2022
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
Efficient Intent Detection with Dual Sentence Encoders
ACL 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
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
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
IJCNLP 2019
A Repository of Conversational Datasets
ACL 2019
Feudal Reinforcement Learning for Dialogue Management in Large Domains
NAACL 2018
Deep Learning for Conversational AI
NAACL 2018
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
EMNLP 2018
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
INTERSPEECH 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
Improving Generalisation to New Speakers in Spoken Dialogue State Tracking
INTERSPEECH 2016