Alex Marin
10 papers · 2016–2022 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(5)
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Mega-Team Β· Squad
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Topic Evolution
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Keyword Pioneer
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Keyword Collector
(53)
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Keywords
dialogue system
(3)
natural language generation
(3)
natural language understanding
(2)
weak supervision
(2)
named entity recognition
(2)
slot tagging
(2)
text generation
(2)
constrained generation
(1)
text classification
(1)
zero-shot learning
(1)
transfer learning
(1)
data annotation
(1)
text annotation
(1)
attribute extraction
(1)
spoken language understanding
(1)
knowledge distillation
(1)
task-oriented dialogue
(1)
multilingual text generation
(1)
weakly supervised learning
(1)
semi-supervised learning
(1)
Papers
Extracting and Inferring Personal Attributes from Dialogue
ACL 2022
Improving Zero-Shot Multilingual Text Generation via Iterative Distillation
COLING 2022
Programmable Annotation with Diversed Heuristics and Data Denoising
COLING 2022
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling
EACL 2021
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool
COLING 2020
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios
CoNLL 2019
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding
NAACL 2018
Sequence to Sequence Modeling for User Simulation in Dialog Systems
Interspeech 2017
Flexible, Rapid Authoring of Goal-Orientated, Multi-Turn Dialogues Using the Task Completion Platform
Interspeech 2016
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform
NAACL 2016