Roman Goldenberg
4 papers · 2022–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Diamond πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird β The Questioner
π
Renaissance Researcher
(7)
Top co-authors
Research topics
Natural Language Processing
(3)
Machine Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Education
(1)
Keywords
conformal prediction
(1)
ensemble learning
(1)
multilingual nlp
(1)
information retrieval
(1)
handwriting recognition
(1)
automatic speech recognition
(1)
loss function
(1)
feature engineering
(1)
evaluation metric
(1)
retrieval-augmented generation
(1)
open-set recognition
(1)
statistical guarantee
(1)
multilingual language model
(1)
inter-annotator agreement
(1)
learner language
(1)
medical transcription
(1)
direct inference
(1)
language authenticity
(1)
clinical setting
(1)
clinician preference
(1)
Papers
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?
NAACL 2024
Streamlining Conformal Information Retrieval via Score Refinement
EMNLP 2024
Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings
ACL 2023
Novel Ensemble Diversification Methods for Open-Set Scenarios
WACV 2022