Serina Chang
12 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (5)
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Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(8)
🧬
Topic Evolution
💎
Century Club
(10)
🗃️
Keyword Collector
(62)
📈
Trend Setter
Conferences
ACL (4)
AAAI (3)
EMNLP (2)
EACL (1)
ICML (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
large language model
(3)
graph neural network
(2)
text classification
(2)
benchmark evaluation
(1)
text summarization
(1)
attention mechanism
(1)
temporal modeling
(1)
prompt engineering
(1)
semantic analysis
(1)
parallel corpus
(1)
temporal graph
(1)
context modeling
(1)
convolutional neural network
(1)
model fine-tuning
(1)
semantic clustering
(1)
lexical semantics
(1)
survey response
(1)
conversational interaction
(1)
attention weight
(1)
policy evaluation
(1)
Papers
Graph-Based Alternatives to LLMs for Human Simulation
ACL 2026
Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification
ACL 2026
ChatBench: From Static Benchmarks to Human-AI Evaluation
ACL 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
ACL 2025
Learning Production Functions for Supply Chains with Graph Neural Networks
AAAI 2025
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
ICML 2024
Estimating Geographic Spillover Effects of COVID-19 Policies from Large-Scale Mobility Networks
AAAI 2023
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites
AAAI 2022
Automatically Inferring Gender Associations from Language
EMNLP 2019
Automatically Inferring Gender Associations from Language
IJCNLP 2019
Detecting Gang-Involved Escalation on Social Media Using Context
EMNLP 2018
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora
EACL 2017