Paul Vozila
12 papers · 2008–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (25) π Interdisciplinary Bridge π Conference Polyglot (4)
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Academic Marathon
(17)
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Cross-Pollinator
(12)
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Renaissance Researcher
(7)
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Topic Evolution
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Century Club
(10)
Conferences
ACL (5)
EMNLP (3)
INTERSPEECH (2)
EACL (1)
NAACL (1)
Top co-authors
Keywords
large language model
(2)
clinical nlp
(2)
clinical natural language processing
(2)
sequence-to-sequence model
(2)
language modeling
(1)
text summarization
(1)
text classification
(1)
speech transcription
(1)
direct preference optimization
(1)
synthetic data generation
(1)
instruction tuning
(1)
kullback-leibler divergence
(1)
convolutional neural network
(1)
language model
(1)
retrieval-augmented generation
(1)
medical report generation
(1)
supervised fine-tuning
(1)
latency reduction
(1)
noise contrastive estimation
(1)
synthetic datum
(1)
Papers
MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings
EACL 2026
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction
ACL 2026
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
EMNLP 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment
ACL 2025
Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations
ACL 2023
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems
INTERSPEECH 2021
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models
ACL 2020
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization
INTERSPEECH 2018
Scalable Wide and Deep Learning for Computer Assisted Coding
NAACL 2018
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields
EMNLP 2014
An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training
EMNLP 2013
Automatic Editing in a Back-End Speech-to-Text System
ACL 2008