Randy Goebel
12 papers · 2008–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver
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Topic Evolution
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Mega-Team Β· Squad
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Deep Learning
(5)
Core AI
(5)
Natural Language Processing
(4)
Learning Types
(4)
Machine Learning
(3)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Generation
(1)
Keywords
text classification
(4)
representation learning
(1)
benchmark evaluation
(1)
multi-task learning
(1)
domain adaptation
(1)
policy gradient
(1)
knowledge distillation
(1)
multilingual nlp
(1)
text summarization
(1)
rationale extraction
(1)
feature importance
(1)
neural network interpretability
(1)
feature attribution
(1)
model interpretability
(1)
text categorization
(1)
off-policy learning
(1)
low-resource language
(1)
deep neural network
(1)
pre-trained model
(1)
proximal policy optimization
(1)
Papers
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure
AAAI 2023
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers
ACL 2022
Locally Distributed Activation Vectors for Guided Feature Attribution
COLING 2022
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector
EACL 2021
RANCC: Rationalizing Neural Networks via Concept Clustering
COLING 2020
A Multi-Task Learning Framework for Abstractive Text Summarization
AAAI 2019
A Lexicalized Tree Kernel for Open Information Extraction
ACL 2015
Open Information Extraction with Tree Kernels
NAACL 2013
Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender
CoNLL 2009
Discriminative Learning of Selectional Preference from Unlabeled Text
EMNLP 2008
Distributional Identification of Non-Referential Pronouns
ACL 2008