Parker Seegmiller
7 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ACL (4)
EMNLP (3)
Top co-authors
Keywords
large language model
(3)
domain adaptation
(1)
mathematical reasoning
(1)
direct preference optimization
(1)
data augmentation
(1)
in-context learning
(1)
document-level extraction
(1)
text generation
(1)
instruction following
(1)
event argument extraction
(1)
out-of-distribution generalization
(1)
synthetic data generation
(1)
supervised fine-tuning
(1)
prompt selection
(1)
text embedding
(1)
electronic health record
(1)
distributional shift
(1)
retrieval-augmented generation
(1)
performance degradation
(1)
out-of-distribution robustness
(1)
Papers
How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting
ACL 2026
Measuring Distribution Shift in User Prompts and Its Effects on LLM Performance
ACL 2026
Follow-up Question Generation For Enhanced Patient-Provider Conversations
ACL 2025
Document-Level Event-Argument Data Augmentation for Challenging Role Types
ACL 2025
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
EMNLP 2025
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity
EMNLP 2023
Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings
EMNLP 2023