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Papers
Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning
ACL 2026
BabyLM’s First Constructions: Causal interventions provide a signal of learning
EMNLP 2025
Beyond Distribution: Investigating Language Models’ Understanding of Sino-Korean Morphemes
EMNLP 2025
Constructions are Revealed in Word Distributions
EMNLP 2025
The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards
AAAI 2025
The Role of Contextual Variation in Learning Cantonese Tones from Naturalistic Speech
Interspeech 2025
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation
NeurIPS 2023
Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective
AAAI 2023
Wasserstein Distributional Learning via Majorization-Minimization
AISTATS 2023
A Two-Stage Masked LM Method for Term Set Expansion
ACL 2020
Learning Pronoun Case from Distributional Cues: Flexible Frames for Case Acquisition
EMNLP 2020
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning
IJCAI 2019
No Distributional Learning in Adults from Attended Listening to Non-Speech
Interspeech 2019
Neural Response Development During Distributional Learning
Interspeech 2018
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning
COLING 2016
Learning Trees from Strings: A Strong Learning Algorithm for some Context-Free Grammars
JMLR 2013
Using Contextual Representations to Efficiently Learn Context-Free Languages
JMLR 2010