Timothy Miller
33 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (14)
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Cross-Pollinator
(14)
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Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(67)
π§¬
Topic Evolution
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Dynamic Duo
(16)
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Keyword Champion
(6)
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Trend Setter
π
Century Club
(33)
π₯
Unstoppable
(8)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(133)
Conferences
ACL (11)
EMNLP (8)
NAACL (7)
COLING (2)
EACL (2)
SEMEVAL (2)
IJCNLP (1)
Top co-authors
Keywords
temporal relation extraction
(8)
clinical nlp
(6)
domain adaptation
(6)
transfer learning
(5)
negation detection
(5)
sequence labeling
(4)
transformer model
(4)
electronic health record
(4)
text classification
(4)
grammar induction
(3)
unsupervised learning
(3)
electronic medical record
(3)
source-free domain adaptation
(3)
semantic processing
(3)
information extraction
(3)
named entity recognition
(3)
neural network
(3)
multi-task learning
(2)
ensemble learning
(2)
ensemble method
(2)
Papers
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction
EMNLP 2025
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models
ACL 2023
End-to-end clinical temporal information extraction with multi-head attention
ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles
ACL 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning
ACL 2023
Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patientsβ Active Diagnoses and Problems from Electronic Health Record Progress Notes
ACL 2023
Exploring Text Representations for Generative Temporal Relation Extraction
NAACL 2022
Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative
NAACL 2022
Summarizing Patientsβ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
COLING 2022
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
IJCNLP 2021
EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain
NAACL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
SEMEVAL 2021
Domain adaptation in practice: Lessons from a real-world information extraction pipeline
EACL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
ACL 2021
Methods for Extracting Information from Messages from Primary Care Providers to Specialists
ACL 2020
Extracting Relations between Radiotherapy Treatment Details
EMNLP 2020
Defining and Learning Refined Temporal Relations in the Clinical Narrative
EMNLP 2020
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
ACL 2020
Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries
EMNLP 2020
Two-stage Federated Phenotyping and Patient Representation Learning
ACL 2019
Extracting Adverse Drug Event Information with Minimal Engineering
NAACL 2019
A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction
NAACL 2019
Unsupervised Learning of PCFGs with Normalizing Flow
ACL 2019
Cross-document coreference: An approach to capturing coreference without context
EMNLP 2019
Simplified Neural Unsupervised Domain Adaptation
NAACL 2019
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
EMNLP 2018
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
EMNLP 2018
Spotting Spurious Data with Neural Networks
NAACL 2018
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks
EMNLP 2017
Neural Temporal Relation Extraction
EACL 2017
Rev at SemEval-2016 Task 2: Aligning Chunks by Lexical, Part of Speech and Semantic Equivalence
SEMEVAL 2016
Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input
COLING 2016
Descending-Path Convolution Kernel for Syntactic Structures
ACL 2014