Helen Yannakoudakis

According to our database, Helen Yannakoudakis authored at least 52 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Christopher Davis, Andrew Caines, Øistein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery

CoRR, 2024

2023

On the application of Large Language Models for language teaching and assessment technology.

Andrew Caines, Luca Benedetto, Shiva Taslimipoor, Christopher Davis, Yuan Gao, Oeistein Andersen, Zheng Yuan, Mark Elliott, Russell Moore, Christopher Bryant, Marek Rei, Helen Yannakoudakis, Andrew Mullooly, Diane Nicholls, Paula Buttery

CoRR, 2023

Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers.

Kamil Bujel, Andrew Caines, Helen Yannakoudakis, Marek Rei

CoRR, 2023

FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs.

Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis

CoRR, 2023

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

Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

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

Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

On the Application of Large Language Models for Language Teaching and Assessment Technology.

Andrew Caines, Luca Benedetto, Shiva Taslimipoor, Christopher Davis, Yuan Gao, Øistein E. Andersen, Zheng Yuan, Mark Elliott, Russell Moore, Christopher Bryant, Marek Rei, Helen Yannakoudakis, Andrew Mullooly, Diane Nicholls, Paula Buttery

Proceedings of the Workshop on Empowering Education with LLMs, 2023

2022

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

Avyav Kumar Singh, Ekaterina Shutova, Helen Yannakoudakis

CoRR, 2022

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

Fatima Al-Qahtani, Helen Yannakoudakis

Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022

Scientific and Creative Analogies in Pretrained Language Models.

Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing.

Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

The User behind the Abuse: A Position on Ethics and Explainability.

Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

CoRR, 2021

Turning transformer attention weights into zero-shot sequence labelers.

Kamil Bujel, Helen Yannakoudakis, Marek Rei

CoRR, 2021

Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers.

Kamil Bujel, Helen Yannakoudakis, Marek Rei

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

Towards a robust experimental framework and benchmark for lifelong language learning.

Aman Hussain, Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

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

Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

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

Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Ruddit: Norms of Offensiveness for English Reddit Comments.

Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

A Multimodal Framework for the Detection of Hateful Memes.

Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis

CoRR, 2020

The Teacher-Student Chatroom Corpus.

Andrew Caines, Helen Yannakoudakis, Helena Edmondson, Helen Allen, Pascual Pérez-Paredes, Bill Byrne, Paula Buttery

CoRR, 2020

Analyzing Neural Discourse Coherence Models.

Youmna Farag, Josef Valvoda, Helen Yannakoudakis, Ted Briscoe

CoRR, 2020

Meta-Learning with Sparse Experience Replay for Lifelong Language Learning.

Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

CoRR, 2020

Graph-based Modeling of Online Communities for Fake News Detection.

Shantanu Chandra, Pushkar Mishra, Helen Yannakoudakis, Madhav Nimishakavi, Marzieh Saeidi, Ekaterina Shutova

CoRR, 2020

The Hateful Memes Challenge: Competition Report.

Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

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

Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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

Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Joint Modelling of Emotion and Abusive Language Detection.

Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

Hannah Craighead, Andrew Caines, Paula Buttery, Helen Yannakoudakis

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Tackling Online Abuse: A Survey of Automated Abuse Detection Methods.

Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

CoRR, 2019

Author Profiling for Hate Speech Detection.

Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

CoRR, 2019

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

Guy Aglionby, Christopher Davis, Pushkar Mishra, Andrew Caines, Helen Yannakoudakis, Marek Rei, Ekaterina Shutova, Paula Buttery

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

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

Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Abusive Language Detection with Graph Convolutional Networks.

Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

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

Simon Flachs, Ophélie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Søgaard

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Neural and FST-based approaches to grammatical error correction.

Zheng Yuan, Felix Stahlberg, Marek Rei, Bill Byrne, Helen Yannakoudakis

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

Context is Key: Grammatical Error Detection with Contextual Word Representations.

Samuel J. Bell, Helen Yannakoudakis, Marek Rei

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

Multi-Task Learning for Coherence Modeling.

Youmna Farag, Helen Yannakoudakis

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input.

Youmna Farag, Helen Yannakoudakis, Ted Briscoe

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Author Profiling for Abuse Detection.

Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Neural Character-based Composition Models for Abuse Detection.

Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

Proceedings of the 2nd Workshop on Abusive Language Online, 2018

2017

Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions.

Ekaterina Shutova, Andreas Wundsam, Helen Yannakoudakis

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Neural Sequence-Labelling Models for Grammatical Error Correction.

Helen Yannakoudakis, Marek Rei, Øistein E. Andersen, Zheng Yuan

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Auxiliary Objectives for Neural Error Detection Models.

Marek Rei, Helen Yannakoudakis

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

2016

Unsupervised Modeling of Topical Relevance in L2 Learner Text.

Ronan Cummins, Helen Yannakoudakis, Ted Briscoe

Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

Compositional Sequence Labeling Models for Error Detection in Learner Writing.

Marek Rei, Helen Yannakoudakis

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Automatic Text Scoring Using Neural Networks.

Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Evaluating the performance of Automated Text Scoring systems.

Helen Yannakoudakis, Ronan Cummins

Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

2014

Grammatical error correction using hybrid systems and type filtering.

Mariano Felice, Zheng Yuan, Øistein E. Andersen, Helen Yannakoudakis, Ekaterina Kochmar

Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task, 2014

2013

Automated assessment of English-learner writing.

Helen Yannakoudakis

PhD thesis, 2013

Developing and testing a self-assessment and tutoring system.

Øistein E. Andersen, Helen Yannakoudakis, Fiona Barker, Tim Parish

Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

2012

Modeling coherence in ESOL learner texts.

Helen Yannakoudakis, Ted Briscoe

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

2011

A New Dataset and Method for Automatically Grading ESOL Texts.

Helen Yannakoudakis, Ted Briscoe, Ben Medlock

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011