Luke Gessler
14 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36)
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Keyword Champion
(2)
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Keyword Collector
(68)
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Century Club Β· Bronze
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Venues
Top co-authors
Research topics
Natural Language Processing
(13)
Resources & Methods
(8)
Machine Learning
(7)
Artificial Intelligence
(6)
Applications
(6)
Interdisciplinary
(5)
Core AI
(5)
Linguistics
(5)
Learning Types
(4)
Understanding
(4)
Core Methods
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Computer Science
(1)
Application Areas
(1)
Keywords
low-resource language
(5)
named entity recognition
(3)
language documentation
(3)
coreference resolution
(2)
discourse parsing
(2)
dependency parsing
(2)
contextualized word embedding
(2)
documentary linguistics
(2)
part-of-speech tagging
(2)
sequence tagging
(1)
bert model
(1)
neural machine translation
(1)
natural language processing
(1)
language model evaluation
(1)
computational linguistics
(1)
word sense disambiguation
(1)
semantic annotation
(1)
text representation
(1)
word embedding
(1)
nearest neighbor retrieval
(1)
Papers
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation
COLING 2025
Understanding the Gap: an Analysis of Research Collaborations in NLP and Language Documentation
ACL 2025
NLP for Language Documentation: Two Reasons for the Gap between Theory and Practice
NAACL 2024
PrOnto: Language Model Evaluations for 859 Languages
COLING 2024
TAMS: Translation-Assisted Morphological Segmentation
ACL 2024
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation
ACL 2023
Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages?
CoNLL 2023
Closing the NLP Gap: Documentary Linguistics and NLP Need a Shared Software Infrastructure
ACL 2022
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning
EMNLP 2022
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology
EMNLP 2021
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection
EMNLP 2021
Supersense and Sensibility: Proxy Tasks for Semantic Annotation of Prepositions
COLING 2020
Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi
ACL 2020
A Discourse Signal Annotation System for RST Trees
NAACL 2019