Ben Bergen
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Research topics
Artificial Intelligence
(4)
Core AI
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Natural Language Processing
(3)
Deep Learning
(2)
Machine Learning
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Generation
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Learning Types · Deep Learning
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Applications
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Bayesian & Probabilistic
(1)
Core Methods
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Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
bilingual language model
(2)
large language model
(2)
cross-lingual transfer
(2)
language model evaluation
(1)
probabilistic reasoning
(1)
semantic similarity
(1)
language model
(1)
reasoning evaluation
(1)
theory of mind
(1)
multilingual model
(1)
contextualized embedding
(1)
multilingual capability
(1)
event possibility
(1)
probability prediction
(1)
belief inference
(1)
rational speech act
(1)
pragmatic inference
(1)
bayesian probabilistic model
(1)
event likelihood
(1)
structural priming
(1)
Papers
Discovering Lexical Gaps Using Embeddings from Multilingual LLMs
CoNLL 2026
Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic models
NAACL 2025
Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events
ACL 2025
On the Acquisition of Shared Grammatical Representations in Bilingual Language Models
ACL 2025