Iñigo Casanueva
17 papers · 2016–2022 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(13)
🧬
Topic Evolution
🧭
Keyword Pioneer
📈
Trend Setter
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
⚡
Prolific Year · Productive
🚀
Conference Pioneer
🗃️
Keyword Collector
(67)
Top co-authors
Research topics
Natural Language Processing
(11)
Generation
(9)
Deep Learning
(6)
Applications
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Deep Learning
(5)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Techniques
(3)
Reinforcement Learning
(2)
Architectures
(2)
Learning Paradigms
(2)
Methods
(2)
Keywords
dialogue system
(4)
task-oriented dialogue
(4)
transfer learning
(3)
sentence encoder
(3)
response selection
(3)
few-shot learning
(2)
dialogue management
(2)
intent detection
(2)
domain adaptation
(2)
slot filling
(2)
spoken dialogue system
(2)
conversational search
(1)
intent classification
(1)
natural language understanding
(1)
reinforcement learning
(1)
response generation
(1)
belief tracking
(1)
natural language generation
(1)
reward modeling
(1)
dialogue state tracking
(1)
Papers
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification
NAACL 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders
EMNLP 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue
NAACL 2022
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
Efficient Intent Detection with Dual Sentence Encoders
ACL 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
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
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