Muhua Zhu
22 papers · 2006–2021 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28)
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(50)
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Learning Types Β· Machine Learning
(6)
Understanding
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(3)
Generation
(3)
Applications
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Application Areas
(1)
Optimization & Theory
(1)
Keywords
multi-task learning
(3)
amr parsing
(3)
abstract meaning representation
(3)
text generation
(2)
machine translation
(2)
amr-to-text generation
(2)
neural network
(2)
semantic representation
(1)
attention mechanism
(1)
probabilistic modeling
(1)
chinese word segmentation
(1)
adversarial training
(1)
syntactic parsing
(1)
pre-trained model
(1)
domain adaptation
(1)
recurrent neural network
(1)
latent factor model
(1)
named entity recognition
(1)
rating prediction
(1)
graph structure
(1)
Papers
Improving Text Generation with Dynamic Masking and Recovering
IJCAI 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation
ACL 2021
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
ACL 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training
EMNLP 2020
Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling
IJCAI 2020
Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant
AAAI 2019
Modeling Graph Structure in Transformer for Better AMR-to-Text Generation
EMNLP 2019
Modeling Source Syntax and Semantics for Neural AMR Parsing
IJCAI 2019
Non-Compensatory Psychological Models for Recommender Systems
AAAI 2019
Modeling Source Syntax for Neural Machine Translation
ACL 2017
SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing
CoNLL 2016
SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing
CoNLL 2016
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar
EMNLP 2015
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit
ACL 2015
Fast and Accurate Shift-Reduce Constituent Parsing
ACL 2013
Exploiting Lexical Dependencies from Large-Scale Data for Better Shift-Reduce Constituency Parsing
COLING 2012
Better Automatic Treebank Conversion Using A Feature-Based Approach
ACL 2011
An Empirical Study of Translation Rule Extraction with Multiple Parsers
COLING 2010
Automatic Treebank Conversion via Informed Decoding
COLING 2010
Boosting-Based System Combination for Machine Translation
ACL 2010
Heterogeneous Parsing via Collaborative Decoding
COLING 2010
Exploring Distributional Similarity Based Models for Query Spelling Correction
ACL 2006