Sung-Hyon Myaeng
18 papers · 2006–2024 · 6 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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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
β
The Questioner
(3)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
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Research topics
Machine Learning
(13)
Natural Language Processing
(13)
Applications
(8)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Generation
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Application Areas
(2)
Architectures
(2)
Computer Science
(1)
Keywords
question answering
(5)
question generation
(2)
few-shot learning
(2)
word embedding
(2)
inductive bia
(2)
text classification
(2)
pre-trained language model
(2)
numerical reasoning
(2)
anomaly detection
(1)
opinion mining
(1)
image generation
(1)
sparse representation
(1)
attention mechanism
(1)
data augmentation
(1)
zero-shot learning
(1)
text generation
(1)
natural language processing
(1)
prompt engineering
(1)
sentiment analysis
(1)
natural language generation
(1)
Papers
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise
NAACL 2024
FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4
EMNLP 2023
Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering
NAACL 2022
Graph-Induced Transformers for Efficient Multi-Hop Question Answering
EMNLP 2022
Can You Distinguish Truthful from Fake Reviews? User Analysis and Assistance Tool for Fake Review Detection
EACL 2021
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images
ACL 2021
Have You Seen That Number? Investigating Extrapolation in Question Answering Models
EMNLP 2021
Leveraging Order-Free Tag Relations for Context-Aware Recommendation
EMNLP 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval
EMNLP 2021
Handling Anomalies of Synthetic Questions in Unsupervised Question Answering
COLING 2020
Regularization of Distinct Strategies for Unsupervised Question Generation
EMNLP 2020
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models
ACL 2020
Let Me Know What to Ask: Interrogative-Word-Aware Question Generation
EMNLP 2019
Interpretable Word Embedding Contextualization
EMNLP 2018
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding
IJCNLP 2017
Feature Selection Using a Semantic Hierarchy for Event Recognition and Type Classification
IJCNLP 2013
Simplicity is Better: Revisiting Single Kernel PPI Extraction
COLING 2010
Concept Unification of Terms in Different Languages for IR
ACL 2006