Sean Papay
11 papers · 2018–2026 · 7 venues · across top CS/AI venues
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large language model
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conditional random field
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sequence labeling
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named entity recognition
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word embedding
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in-context learning
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text classification
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structured prediction
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prompt engineering
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natural language processing
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text annotation
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coreference resolution
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semantic role labeling
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neural architecture
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electronic health record
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information extraction
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low-resource language
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constrained decoding
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prompt sensitivity
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skip-gram model
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Papers
Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital
EACL 2026
Are Humans as Brittle as Large Language Models?
IJCNLP 2025
Regular-pattern-sensitive CRFs for Distant Label Interactions
ACL 2025
Strategies for political-statement segmentation and labelling in unstructured text
NAACL 2025
Which Demographics do LLMs Default to During Annotation?
ACL 2025
Actor Identification in Discourse: A Challenge for LLMs?
EACL 2024
Constraining Linear-chain CRFs to Regular Languages
ICLR 2022
Dissecting Span Identification Tasks with Performance Prediction
EMNLP 2020
IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection
SemEval 2020
Addressing Low-Resource Scenarios with Character-aware Embeddings
NAACL 2018
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction
EMNLP 2018