Yijia Liu
18 papers · 2014–2021 · 7 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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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (41)
π§
Keyword Pioneer
π€
Dynamic Duo
(14)
ποΈ
Keyword Collector
(78)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Natural Language Processing
(13)
Deep Learning
(9)
Machine Learning
(7)
Understanding
(7)
Artificial Intelligence
(6)
Applications
(6)
Resources & Methods
(5)
Architectures
(4)
Core AI
(4)
Core Methods
(4)
Generation
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Learning Paradigms
(2)
Keywords
dependency parsing
(4)
transition-based parser
(3)
cross-lingual transfer
(2)
contextualized word embedding
(2)
neural network
(2)
universal dependencies
(2)
language understanding
(2)
dialogue system
(2)
attention mechanism
(1)
entity linking
(1)
structured prediction
(1)
zero-shot learning
(1)
named entity recognition
(1)
semantic parsing
(1)
relation extraction
(1)
data augmentation
(1)
ensemble learning
(1)
task-oriented dialogue
(1)
abstract meaning representation
(1)
bert model
(1)
Papers
Improving Biomedical Pretrained Language Models with Knowledge
NAACL 2021
Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models
NAACL 2021
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation
ACL 2021
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
ACL 2020
Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models
AAAI 2020
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
EMNLP 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
EMNLP 2019
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding
CoNLL 2019
An AMR Aligner Tuned by Transition-based Parser
EMNLP 2018
Distilling Knowledge for Search-based Structured Prediction
ACL 2018
Parsing Tweets into Universal Dependencies
NAACL 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
COLING 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
COLING 2018
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation
CoNLL 2018
Exploring Segment Representations for Neural Segmentation Models
IJCAI 2016
-Search for Incremental Parsing
IJCAI 2016
Transition-Based Syntactic Linearization
NAACL 2015
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations
EMNLP 2014