Tianze Shi
18 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(4)
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(13)
Understanding
(10)
Machine Learning
(9)
Core Methods
(6)
Artificial Intelligence
(5)
Applications
(4)
Learning Paradigms
(4)
Deep Learning
(3)
Interdisciplinary
(3)
Mathematics & Optimization
(3)
Learning Types Β· Deep Learning
(3)
Linguistics
(3)
Core AI
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Keywords
dependency parsing
(9)
syntactic analysis
(4)
universal dependencies
(4)
transition-based parsing
(4)
semantic parsing
(3)
dynamic programming
(2)
transition system
(2)
syntactic parsing
(2)
bidirectional lstm
(2)
encoder-decoder model
(2)
in-context learning
(1)
semantic role labeling
(1)
sequence tagging
(1)
computational complexity
(1)
natural language inference
(1)
feature learning
(1)
global training
(1)
machine translation
(1)
neural network model
(1)
exact inference
(1)
Papers
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models
ACL 2025
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
EMNLP 2022
Weakly Supervised Headline Dependency Parsing
EMNLP 2022
Diversity-Aware Batch Active Learning for Dependency Parsing
NAACL 2021
Learning Syntax from Naturally-Occurring Bracketings
NAACL 2021
TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning
ACL 2021
Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction
ACL 2021
Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches
ACL 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries
EMNLP 2020
Semantic Role Labeling as Syntactic Dependency Parsing
EMNLP 2020
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
EMNLP 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
EMNLP 2019
Global Transition-based Non-projective Dependency Parsing
ACL 2018
Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers
NAACL 2018
Valency-Augmented Dependency Parsing
EMNLP 2018
Combining Global Models for Parsing Universal Dependencies
CoNLL 2017
Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set
EMNLP 2017
Learning Cross-lingual Word Embeddings via Matrix Co-factorization
ACL 2015