Haw-Shiuan Chang
16 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (5) π Conference Polyglot (7) π Academic Marathon (8) π Renaissance Researcher (5)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Taxonomy Completionist
(51)
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Topic Evolution
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Dynamic Duo
(11)
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Century Club
(16)
ποΈ
Keyword Collector
(98)
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Trend Setter
π₯
Unstoppable
(5)
Conferences
ACL (5)
EMNLP (4)
EACL (2)
NAACL (2)
AAAI (1)
COLING (1)
NIPS (1)
Top co-authors
Keywords
language model
(7)
word embedding
(3)
text generation
(2)
embedding learning
(2)
sentence embedding
(2)
natural language inference
(2)
unsupervised learning
(2)
ensemble learning
(1)
few-shot learning
(1)
stochastic gradient descent
(1)
knowledge distillation
(1)
self-supervised learning
(1)
relation extraction
(1)
information extraction
(1)
neural network training
(1)
chain-of-thought reasoning
(1)
topic modeling
(1)
text classification
(1)
extractive summarization
(1)
prompt engineering
(1)
Papers
Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning
EMNLP 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization
ACL 2025
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
EMNLP 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
EMNLP 2024
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling
ACL 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond
ACL 2023
Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions
ACL 2022
Unsupervised Partial Sentence Matching for Cited Text Identification
COLING 2022
Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications
AAAI 2021
Multi-facet Universal Schema
EACL 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation
EACL 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts
EMNLP 2021
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures
ACL 2019
Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings
NAACL 2018
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
NAACL 2018
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples
NIPS 2017