Helen Yannakoudakis

43 papers · 2011–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🏃 Academic Marathon (14) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (67) 🧭 Keyword Pioneer 🏆 Keyword Champion (2) 🤝 Dynamic Duo (17) 🔬 Deep Specialist (10) 🧬 Topic Evolution 🗃️ Keyword Collector (151) 💎 Century Club (42) 🔥 Unstoppable (10) ❓ The Questioner ⚡ Prolific Year (8)

Conferences

ACL (14) EMNLP (12) NAACL (6) EACL (4) COLING (3) IJCNLP (2) CONLL (1) SEMEVAL (1)

Top co-authors

Ekaterina Shutova (17) Pushkar Mishra (12) Marek Rei (11) Andrew Caines (6) Zheng Yuan (5) Paula Buttery (5) Ekaterina Kochmar (3) Øistein E. Andersen (3) Youmna Farag (3) Ted Briscoe (3)

Research topics

Education (2) Natural Language Processing (1)

Keywords

text classification (7) few-shot learning (6) multi-task learning (5) transfer learning (4) neural network (4) grammatical error correction (4) natural language processing (3) sentiment analysis (3) sequence labeling (3) community detection (3) error detection (3) offensive language detection (3) abusive language detection (3) user modeling (2) token classification (2) abuse detection (2) fine-grained classification (2) social media analysis (2) zero-shot learning (2) text generation (2)

Papers

KidsArtBench: Multi-Dimensional Children’s Art Evaluation with Attribute-Aware MLLMs EACL 2026

A Survey of Cognitive Distortion Detection and Classification in NLP EMNLP 2025

Few-Shot Open-Set Classification via Reasoning-Aware Decomposition EMNLP 2025

What Features in Prompts Jailbreak LLMs? Investigating the Mechanisms Behind Attacks EMNLP 2025

Prompting open-source and commercial language models for grammatical error correction of English learner text ACL 2024

Logging Keystrokes in Writing by English Learners COLING 2024

Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024

A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection NAACL 2024

CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023

K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification EACL 2023

Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022

Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022

A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022

Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB) EMNLP 2022

Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021

Ruddit: Norms of Offensiveness for English Reddit Comments ACL 2021

Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ACL 2021

Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021

Ruddit: Norms of Offensiveness for English Reddit Comments IJCNLP 2021

Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers IJCNLP 2021

Joint Modelling of Emotion and Abusive Language Detection ACL 2020

The Teacher-Student Chatroom Corpus COLING 2020

Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions ACL 2020

Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses EMNLP 2020

Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation EMNLP 2020

Analyzing Neural Discourse Coherence Models EMNLP 2020

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications ACL 2019

Neural and FST-based approaches to grammatical error correction ACL 2019

Context is Key: Grammatical Error Detection with Contextual Word Representations ACL 2019

Multi-Task Learning for Coherence Modeling ACL 2019

CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets SEMEVAL 2019

Learning Outside the Box: Discourse-level Features Improve Metaphor Identification NAACL 2019

Abusive Language Detection with Graph Convolutional Networks NAACL 2019

A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors NAACL 2019

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications NAACL 2018

Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input NAACL 2018

Author Profiling for Abuse Detection COLING 2018

Neural Character-based Composition Models for Abuse Detection EMNLP 2018

Neural Sequence-Labelling Models for Grammatical Error Correction EMNLP 2017

Compositional Sequence Labeling Models for Error Detection in Learner Writing ACL 2016

Automatic Text Scoring Using Neural Networks ACL 2016

Grammatical error correction using hybrid systems and type filtering CONLL 2014

A New Dataset and Method for Automatically Grading ESOL Texts ACL 2011