Alexa Siu
11 papers · 2024–2026 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer
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Keyword Pioneer
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(30)
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Keyword Champion
(2)
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Prolific Year
(6)
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Keyword Collector
(55)
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Century Club
(11)
β
The Questioner
Conferences
EMNLP (3)
NAACL (3)
AAAI (1)
AACL (1)
ACL (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(3)
context retrieval
(2)
question answering
(2)
lexical diversity
(2)
compression algorithm
(2)
model evaluation
(2)
text diversity
(2)
dialogue system
(2)
code generation
(1)
table understanding
(1)
text summarization
(1)
compression ratio
(1)
prompt engineering
(1)
structured datum
(1)
table question answering
(1)
multi-document summarization
(1)
retrieval-augmented generation
(1)
semantic retrieval
(1)
knowledge graph
(1)
user behavior modeling
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis
AACL 2025
LLM-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts
EMNLP 2025
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis
IJCNLP 2025
MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
NAACL 2025
DocPilot: Copilot for Automating PDF Edit Workflows in Documents
ACL 2024
ATLAS: A System for PDF-centric Human Interaction Data Collection
NAACL 2024
How Much Annotation is Needed to Compare Summarization Models?
NAACL 2024
MATSA: Multi-Agent Table Structure Attribution
EMNLP 2024
PDFTriage: Question Answering over Long, Structured Documents
EMNLP 2024
Knowledge Graph Prompting for Multi-Document Question Answering
AAAI 2024