Walter Chang
21 papers · 2017–2022 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(18)
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Keyword Pioneer
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Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(94)
Top co-authors
Research topics
Natural Language Processing
(12)
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Generation
(7)
Deep Learning
(6)
Application Areas
(5)
Applications
(5)
Understanding
(5)
Architectures
(4)
Learning Types
(4)
Learning Paradigms
(3)
Computer Vision
(2)
Core Methods
(2)
Computer Science
(1)
Keywords
abstractive summarization
(5)
sentence fusion
(4)
question summarization
(3)
text generation
(2)
information extraction
(2)
variational autoencoder
(2)
data augmentation
(2)
text summarization
(2)
neural network
(2)
recognizing question entailment
(2)
natural language inference
(1)
named entity recognition
(1)
document summarization
(1)
semantic parsing
(1)
attention mechanism
(1)
multi-task learning
(1)
extractive summarization
(1)
video understanding
(1)
natural language generation
(1)
scene understanding
(1)
Papers
Multimodal Intent Discovery from Livestream Videos
NAACL 2022
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution
NAACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding
ACL 2021
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning
EMNLP 2021
Joint Summarization-Entailment Optimization for Consumer Health Question Understanding
NAACL 2021
MadDog: A Web-based System for Acronym Identification and Disambiguation
EACL 2021
StreamHover: Livestream Transcript Summarization and Annotation
EMNLP 2021
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization
NAACL 2021
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion
AACL 2020
Learning to Fuse Sentences with Transformers for Summarization
EMNLP 2020
Rethinking Self-Attention: Towards Interpretability in Neural Parsing
EMNLP 2020
Scene Graph Modification Based on Natural Language Commands
EMNLP 2020
Understanding Points of Correspondence between Sentences for Abstractive Summarization
ACL 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation
EMNLP 2020
Analyzing Sentence Fusion in Abstractive Summarization
EMNLP 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization
ACL 2019
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
NAACL 2018
A Framework for Speech Recognition Benchmarking
Interspeech 2018
A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document
COLING 2018
DialEdit: Annotations for Spoken Conversational Image Editing
COLING 2018
Relationship Proposal Networks
CVPR 2017