Siyan Li
7 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
NAACL (3)
ICLR (1)
Top co-authors
Research topics
Keywords
large language model
(3)
story generation
(2)
question answering
(1)
prompt engineering
(1)
commonsense knowledge
(1)
narrative generation
(1)
privacy preservation
(1)
task-oriented dialogue
(1)
procedural generation
(1)
ensemble model
(1)
prompt optimization
(1)
factor graph
(1)
commonsense reasoning
(1)
pretrained language model
(1)
weighted maxsat
(1)
knowledge grounding
(1)
logical consistency
(1)
personally identifiable information
(1)
noun compound
(1)
data generation
(1)
Papers
PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles
NAACL 2025
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts
NAACL 2025
Benchmarking and Improving Generator-Validator Consistency of Language Models
ICLR 2024
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference
EMNLP 2022
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning
EMNLP 2022
Systematicity in GPT-3βs Interpretation of Novel English Noun Compounds
EMNLP 2022
Automatic Story Generation: Challenges and Attempts
NAACL 2021