John Kelleher
15 papers · 2014–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (33)
🧬
Topic Evolution
🗃️
Keyword Collector
(64)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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The Questioner
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Natural Language Processing
(7)
Core Methods
(6)
Deep Learning
(5)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Applications
(2)
Architectures
(2)
Representation
(2)
Keywords
link prediction
(2)
contextual embedding
(2)
attention mechanism
(2)
adversarial attack
(2)
data poisoning
(2)
word embedding
(2)
knowledge graph embedding
(2)
neural network
(2)
language modeling
(1)
deep learning
(1)
natural language inference
(1)
efficient computing
(1)
semantic knowledge
(1)
dialogue state tracking
(1)
text style transfer
(1)
low-resource language
(1)
natural language understanding
(1)
syntactic information
(1)
structured classification
(1)
visual grounding
(1)
Papers
When LLMs Annotate: Reliability Challenges in Low-Resource NLI
EACL 2026
Iterative Layer Pruning for Efficient Translation Inference
EMNLP 2025
Idioms, Probing and Dangerous Things: Towards Structural Probing for Idiomaticity in Vector Space
EACL 2023
Probing with Noise: Unpicking the Warp and Weft of Embeddings
EMNLP 2022
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
EMNLP 2021
Finding BERT’s Idiomatic Key
ACL 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
ACL 2021
Language-Driven Region Pointer Advancement for Controllable Image Captioning
COLING 2020
Style versus Content: A distinction without a (learnable) difference?
COLING 2020
Energy-Based Modelling for Dialogue State Tracking
ACL 2019
Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies
ACL 2019
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models
NAACL 2018
Attentive Language Models
IJCNLP 2017
Idiom Token Classification using Sentential Distributed Semantics
ACL 2016
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach
SemEval 2014