Robert Frank
17 papers · 2009–2026 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30)
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Deep Learning
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Machine Learning
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Natural Language Processing
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Core AI
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Understanding
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Learning Types · Machine Learning
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Linguistics
(4)
Learning Types · Deep Learning
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(1)
Bayesian & Probabilistic
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Keywords
neural network
(4)
hierarchical structure
(3)
syntactic parsing
(2)
recurrent neural network
(2)
constituency parsing
(2)
large language model
(2)
child-directed speech
(2)
inductive bia
(2)
hierarchical generalization
(2)
semantic analysis
(1)
contextual representation
(1)
natural language understanding
(1)
linguistic knowledge
(1)
semantic interpretation
(1)
dependency parsing
(1)
in-context learning
(1)
part-of-speech tagging
(1)
psycholinguistic modeling
(1)
unsupervised parsing
(1)
language modeling
(1)
Papers
What Exactly do Children Receive in Language Acquisition? A Case Study on CHILDES with Automated Detection of Filler-Gap Dependencies
CoNLL 2026
Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming
NAACL 2025
Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility
ACL 2025
LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition
ACL 2024
How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech
ACL 2023
Inductive Bias Is in the Eye of the Beholder
EMNLP 2023
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models
ACL 2022
Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling
EMNLP 2020
Sequence-to-Sequence Networks Learn the Meaning of Reflexive Anaphora
COLING 2020
Detecting Syntactic Change Using a Neural Part-of-Speech Tagger
ACL 2019
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing
ACL 2019
Open Sesame: Getting inside BERT’s Linguistic Knowledge
ACL 2019
Syntax-aware Neural Semantic Role Labeling with Supertags
NAACL 2019
Context-Free Transductions with Neural Stacks
EMNLP 2018
End-to-End Graph-Based TAG Parsing with Neural Networks
NAACL 2018
TAG Parsing with Neural Networks and Vector Representations of Supertags
EMNLP 2017
What lies beneath: Semantic and syntactic analysis of manually reconstructed spontaneous speech
ACL 2009