Adrian Benton
17 papers · 2015–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(86)
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Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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The Questioner
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(12)
Learning Types Β· Machine Learning
(8)
Core Methods
(7)
Applications
(5)
Deep Learning
(4)
Generation
(4)
Artificial Intelligence
(3)
Interdisciplinary
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Linguistics
(3)
Resources & Methods
(3)
Understanding
(3)
Application Areas
(2)
Keywords
representation learning
(3)
dependency parsing
(2)
neural network
(2)
text classification
(2)
few-shot learning
(2)
deep learning
(2)
news headline
(2)
weakly supervised learning
(1)
natural language processing
(1)
multi-task learning
(1)
bayesian inference
(1)
domain adaptation
(1)
semi-supervised learning
(1)
data augmentation
(1)
syntactic parsing
(1)
transfer learning
(1)
social media analysis
(1)
universal dependencies
(1)
relation extraction
(1)
variational inference
(1)
Papers
Improving Informally Romanized Language Identification
EMNLP 2025
Accelerating Blockwise Parallel Language Models with Draft Refinement
NeurIPS 2024
Updated Headline Generation: Creating Updated Summaries for Evolving News Stories
ACL 2022
Weakly Supervised Headline Dependency Parsing
EMNLP 2022
What Makes Data-to-Text Generation Hard for Pretrained Language Models?
EMNLP 2022
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph
EMNLP 2021
Corrected CBOW Performs as well as Skip-gram
EMNLP 2021
Cross-Register Projection for Headline Part of Speech Tagging
EMNLP 2021
Diversity-Aware Batch Active Learning for Dependency Parsing
NAACL 2021
Towards Realistic Few-Shot Relation Extraction
EMNLP 2021
Deep Generalized Canonical Correlation Analysis
ACL 2019
Roll Call Vote Prediction with Knowledge Augmented Models
CoNLL 2019
Deep Dirichlet Multinomial Regression
NAACL 2018
Using Author Embeddings to Improve Tweet Stance Classification
EMNLP 2018
Multitask Learning for Mental Health Conditions with Limited Social Media Data
EACL 2017
Learning Multiview Embeddings of Twitter Users
ACL 2016
Entity Linking for Spoken Language
NAACL 2015