Siya Qi
8 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
β
The Questioner
Conferences
ACL (3)
EMNLP (2)
AAAI (1)
AACL (1)
IJCNLP (1)
Top co-authors
Keywords
extractive summarization
(3)
heterogeneous graph
(2)
large language model
(2)
language model
(2)
dialogue generation
(1)
language model training
(1)
question answering
(1)
document representation
(1)
document summarization
(1)
belief tracking
(1)
semantic alignment
(1)
reward model
(1)
retrieval-augmented generation
(1)
scientific document
(1)
theory of mind
(1)
text summarization
(1)
graph convolutional network
(1)
sequence-to-sequence model
(1)
abstractive summarization
(1)
reinforcement learning
(1)
Papers
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
AAAI 2026
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning
EMNLP 2025
Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases
ACL 2025
EnigmaToM: Improve LLMsβ Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States
ACL 2025
Evaluating LLMsβ Assessment of Mixed-Context Hallucination Through the Lens of Summarization
ACL 2025
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph
AACL 2022
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph
IJCNLP 2022
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization
EMNLP 2020