Adam Faulkner
5 papers · 2018–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
ACL (2)
COLING (1)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
benchmark evaluation
(1)
semi-supervised learning
(1)
ordinal regression
(1)
domain adaptation
(1)
text classification
(1)
masked language model
(1)
automatic speech recognition
(1)
instruction following
(1)
cross-domain analysis
(1)
model interpretability
(1)
multi-class classification
(1)
sequence prediction
(1)
mean squared error
(1)
evaluation metric
(1)
clinical note
(1)
bidirectional transformer
(1)
aspect term extraction
(1)
aspect sentiment classification
(1)
consistency training
(1)
punctuation restoration
(1)
Papers
Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities
EACL 2026
Unsupervised Data Augmentation for Aspect Based Sentiment Analysis
COLING 2022
Error-Sensitive Evaluation for Ordinal Target Variables
EMNLP 2021
Efficient Automatic Punctuation Restoration Using Bidirectional Transformers with Robust Inference
ACL 2020
Toward Cross-Domain Engagement Analysis in Medical Notes
ACL 2018