Coleman Haley
9 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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The Questioner
(4)
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Unstoppable · Bronze
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Resources & Methods
(5)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Interdisciplinary
(2)
Learning Types
(2)
Linguistics
(2)
Models
(2)
Understanding
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Keywords
large language model
(2)
morphological analysis
(2)
low-resource language
(2)
sample efficiency
(1)
machine translation
(1)
data augmentation
(1)
knowledge distillation
(1)
model merging
(1)
bert language model
(1)
cross-linguistic analysis
(1)
information density
(1)
interpretable representation
(1)
language model
(1)
tensor product representation
(1)
word embedding
(1)
in-context learning
(1)
transformer language model
(1)
multilingual model
(1)
parse tree
(1)
few-shot learning
(1)
Papers
Is Information Density Uniform when Utterances are Grounded on Perception and Discourse?
EACL 2026
When transformers learn “impossible” languages, what do they learn?
CoNLL 2026
A Grounded Typology of Word Classes
NAACL 2025
EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing
EMNLP 2025
The unreasonable effectiveness of large language models for low-resource clause-level morphology: In-context generalization or prior exposure?
NAACL 2024
Language-Agnostic Measures Discriminate Inflection and Derivation
EACL 2023
How to encode arbitrarily complex morphology in word embeddings, no corpus needed
COLING 2022
Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme
COLING 2020
This is a BERT. Now there are several of them. Can they generalize to novel words?
EMNLP 2020