Angeliki Metallinou
12 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
π₯
Mega-Team Β· Squad
ποΈ
Keyword Collector
(52)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(7)
Natural Language Processing
(7)
Machine Learning
(6)
Core AI
(5)
Generation
(5)
Application Areas
(3)
Applications
(3)
Learning Paradigms
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Speech & Audio
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Recognition
(1)
Keywords
task-oriented dialogue
(3)
task-oriented dialog
(2)
low-resource setting
(2)
dialogue state tracking
(2)
natural language understanding
(2)
transfer learning
(2)
data augmentation
(1)
attention mechanism
(1)
zero-shot learning
(1)
automatic speech recognition
(1)
tool use
(1)
intent classification
(1)
spoken language understanding
(1)
policy learning
(1)
convolutional neural network
(1)
question answering
(1)
knowledge graph
(1)
variational autoencoder
(1)
language model adaptation
(1)
domain generalization
(1)
Papers
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking
EMNLP 2024
Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users
EMNLP 2023
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs
ACL 2023
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021
MA-DST: Multi-Attention-Based Scalable Dialog State Tracking
AAAI 2020
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
EMNLP 2019
Online Embedding Compression for Text Classification Using Low Rank Matrix Factorization
AAAI 2019
Simple Question Answering with Subgraph Ranking and Joint-Scoring
NAACL 2019
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
AAAI 2019
Contextual Language Model Adaptation for Conversational Agents
Interspeech 2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents
NAACL 2018
Discriminative state tracking for spoken dialog systems
ACL 2013