Alexa Siu
10 papers · 2024–2026 · 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(7)
Core AI
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Natural Language Processing
(6)
Machine Learning
(4)
Applications · Natural Language Processing
(4)
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(3)
Computer Science
(2)
Applications · Computer Science
(2)
Generation
(2)
Deep Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
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Resources & Methods
(1)
Keywords
large language model
(3)
dialogue system
(2)
question answering
(2)
model evaluation
(2)
context retrieval
(2)
retrieval-augmented generation
(2)
prompt learning
(1)
compression ratio
(1)
code generation
(1)
table understanding
(1)
table question answering
(1)
compression algorithm
(1)
structured data
(1)
human annotation
(1)
text summarization
(1)
multi-document summarization
(1)
semantic retrieval
(1)
user behavior modeling
(1)
lexical diversity
(1)
knowledge graph
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
LLM-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts
EMNLP 2025
MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
NAACL 2025
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis
IJCNLP 2025
ATLAS: A System for PDF-centric Human Interaction Data Collection
NAACL 2024
DocPilot: Copilot for Automating PDF Edit Workflows in Documents
ACL 2024
How Much Annotation is Needed to Compare Summarization Models?
NAACL 2024
Knowledge Graph Prompting for Multi-Document Question Answering
AAAI 2024
MATSA: Multi-Agent Table Structure Attribution
EMNLP 2024
PDFTriage: Question Answering over Long, Structured Documents
EMNLP 2024