Young-Suk Lee
20 papers · 2003–2023 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
👥
Mega-Team · Squad
🤝
Dynamic Duo
(12)
🌈
Renaissance Researcher
(5)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(57)
Top co-authors
Research topics
Natural Language Processing
(11)
Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Learning Types · Machine Learning
(6)
Applications
(5)
Architectures
(5)
Understanding
(5)
Core AI
(4)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Keywords
abstract meaning representation
(6)
semantic parsing
(5)
graph representation
(3)
amr parsing
(3)
ensemble method
(2)
semantic representation
(2)
dependency parsing
(2)
transfer learning
(2)
transition-based parsing
(2)
knowledge base question answering
(2)
language model
(2)
knowledge distillation
(2)
synthetic data
(2)
semantic graph
(2)
cross-lingual transfer
(1)
cross-lingual information retrieval
(1)
coreference resolution
(1)
temporal reasoning
(1)
graph prediction
(1)
document parsing
(1)
Papers
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
EMNLP 2023
DocAMR: Multi-Sentence AMR Representation and Evaluation
NAACL 2022
Learning Cross-Lingual IR from an English Retriever
NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
NAACL 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
EMNLP 2022
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
ACL 2021
Bootstrapping Multilingual AMR with Contextual Word Alignments
EACL 2021
Ensembling Graph Predictions for AMR Parsing
NeurIPS 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
EMNLP 2021
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation
ACL 2020
Pushing the Limits of AMR Parsing with Self-Learning
EMNLP 2020
IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing
CoNLL 2018
Language Independent Dependency to Constituent Tree Conversion
COLING 2016
Confusion Network for Arabic Name Disambiguation and Transliteration in Statistical Machine Translation
COLING 2014
Learning to Transform and Select Elementary Trees for Improved Syntax-based Machine Translations
ACL 2011
Constituent Reordering and Syntax Models for English-to-Japanese Statistical Machine Translation
COLING 2010
Morphological Analysis for Statistical Machine Translation
NAACL 2004
Language Model Based Arabic Word Segmentation
ACL 2003
TIPS: A Translingual Information Processing System
NAACL 2003