Helen Yannakoudakis

89 papers A* 5A 2B 1Journal 39Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	KidsArtBench: Multi-Dimensional Children's Art Evaluation with Attribute-Aware MLLMs. EACL (Volume 1: Long Papers) Mingrui Ye, Chanjin Zheng, Zengyi Yu, Chenyu Xiang, Zhixue Zhao, Zheng Yuan, Helen Yannakoudakis
2026	J	`jnl`	Not All Code Is Equal: A Data-Centric Study of Code Complexity and LLM Reasoning. CoRR Lukas Twist, Shu Yang, Hanqi Yan, Jingzhi Gong, Di Wang, Helen Yannakoudakis, Jie M. Zhang
2025	J	`jnl`	A Function Centric Perspective On Flat and Sharp Minima. CoRR Israel Mason-Williams, Gabryel Mason-Williams, Helen Yannakoudakis
2025	—	`conf`	A Survey of Cognitive Distortion Detection and Classification in NLP. EMNLP (Findings) Archie Sage, Jeroen Keppens, Helen Yannakoudakis
2025	J	`jnl`	A Survey of Cognitive Distortion Detection and Classification in NLP. CoRR Archie Sage, Jeroen Keppens, Helen Yannakoudakis
2025	J	`jnl`	Donors and Recipients: On Asymmetric Transfer Across Tasks and Languages with Parameter-Efficient Fine-Tuning. CoRR Kajetan Dymkiewicz, Ivan Vulic, Helen Yannakoudakis, Eilam Shapira, Roi Reichart, Anna Korhonen
2025	A*	`conf`	Few-Shot Open-Set Classification via Reasoning-Aware Decomposition. EMNLP Avyav Kumar Singh, Helen Yannakoudakis
2025	J	`jnl`	KidsArtBench: Multi-Dimensional Children's Art Evaluation with Attribute-Aware MLLMs. CoRR Mingrui Ye, Chanjin Zheng, Zengyi Yu, Chenyu Xiang, Zhixue Zhao, Zheng Yuan, Helen Yannakoudakis
2025	J	`jnl`	Library Hallucinations in LLMs: Risk Analysis Grounded in Developer Queries. CoRR Lukas Twist, Jie M. Zhang, Mark Harman, Helen Yannakoudakis
2025	J	`jnl`	Rethinking Knowledge Distillation: A Data Dependent Regulariser With a Negative Asymmetric Payoff. CoRR Israel Mason-Williams, Gabryel Mason-Williams, Helen Yannakoudakis
2024	—	`conf`	A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection. NAACL-HLT (Findings) Ivo Verhoeven, Pushkar Mishra, Rahel Beloch, Helen Yannakoudakis, Ekaterina Shutova
2024	J	`jnl`	A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection. CoRR Ivo Verhoeven, Pushkar Mishra, Rahel Beloch, Helen Yannakoudakis, Ekaterina Shutova
2024	—	`conf`	Logging Keystrokes in Writing by English Learners. LREC/COLING Georgios Velentzas, Andrew Caines, Rita Borgo, Erin Pacquetet, Clive Hamilton, Taylor B. Arnold, Diane Nicholls, Paula Buttery, Thomas Gaillat, Nicolas Ballier, Helen Yannakoudakis
2024	—	`conf`	Prompting open-source and commercial language models for grammatical error correction of English learner text. ACL (Findings) Christopher Davis, Andrew Caines, Øistein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery
2024	J	`jnl`	Prompting open-source and commercial language models for grammatical error correction of English learner text. CoRR Christopher Davis, Andrew Caines, Øistein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery
2023	—	`conf`	CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension. EACL (Findings) Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova
2023	J	`jnl`	CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension. CoRR Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova
2023	J	`jnl`	FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs. CoRR Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis
2023	J	`jnl`	Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers. CoRR Kamil Bujel, Andrew Caines, Helen Yannakoudakis, Marek Rei
2023	A	`conf`	K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification. EACL Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis
2023	—	`conf`	On the Application of Large Language Models for Language Teaching and Assessment Technology. LLM@AIED 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
2023	J	`jnl`	On the application of Large Language Models for language teaching and assessment technology. CoRR 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
2022	—	`conf`	Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB). WANLP@EMNLP Fatima Al-Qahtani, Helen Yannakoudakis
2022	J	`jnl`	Learning New Tasks from a Few Examples with Soft-Label Prototypes. CoRR Avyav Kumar Singh, Ekaterina Shutova, Helen Yannakoudakis
2022	—	`conf`	Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing. ACL (1) Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
2022	—	`conf`	Scientific and Creative Analogies in Pretrained Language Models. EMNLP (Findings) Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
2022	J	`jnl`	Scientific and Creative Analogies in Pretrained Language Models. CoRR Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
2021	J	`jnl`	Meta-learning for fast cross-lingual adaptation in dependency parsing. CoRR Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
2021	—	`conf`	Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability. EMNLP (Findings) Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2021	A	`conf`	Multilingual and cross-lingual document classification: A meta-learning approach. EACL Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
2021	J	`jnl`	Multilingual and cross-lingual document classification: A meta-learning approach. CoRR Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
2021	—	`ed.`	Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, BEA@EACL, Online, April 20, 2021 BEA@EACL Jill Burstein, Andrea Horbach, Ekaterina Kochmar, Ronja Laarmann-Quante, Claudia Leacock, Nitin Madnani, Ildikó Pilán, Helen Yannakoudakis, Torsten Zesch
2021	—	`conf`	Ruddit: Norms of Offensiveness for English Reddit Comments. ACL/IJCNLP (1) Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova
2021	J	`jnl`	Ruddit: Norms of Offensiveness for English Reddit Comments. CoRR Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova
2021	J	`jnl`	The User behind the Abuse: A Position on Ethics and Explainability. CoRR Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2021	—	`conf`	Towards a robust experimental framework and benchmark for lifelong language learning. NeurIPS Datasets and Benchmarks Aman Hussain, Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2021	J	`jnl`	Turning transformer attention weights into zero-shot sequence labelers. CoRR Kamil Bujel, Helen Yannakoudakis, Marek Rei
2021	—	`conf`	Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers. RepL4NLP@ACL-IJCNLP Kamil Bujel, Helen Yannakoudakis, Marek Rei
2020	J	`jnl`	A Multimodal Framework for the Detection of Hateful Memes. CoRR Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis
2020	J	`jnl`	Analyzing Neural Discourse Coherence Models. CoRR Youmna Farag, Josef Valvoda, Helen Yannakoudakis, Ted Briscoe
2020	—	`conf`	Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. EMNLP (1) Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard
2020	J	`jnl`	Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. CoRR Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard
2020	J	`jnl`	Graph-based Modeling of Online Communities for Fake News Detection. CoRR Shantanu Chandra, Pushkar Mishra, Helen Yannakoudakis, Madhav Nimishakavi, Marzieh Saeidi, Ekaterina Shutova
2020	A*	`conf`	Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions. ACL Hannah Craighead, Andrew Caines, Paula Buttery, Helen Yannakoudakis
2020	A*	`conf`	Joint Modelling of Emotion and Abusive Language Detection. ACL Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2020	J	`jnl`	Joint Modelling of Emotion and Abusive Language Detection. CoRR Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2020	—	`conf`	Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. EMNLP (Findings) Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2020	J	`jnl`	Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. CoRR Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2020	J	`jnl`	Meta-Learning with Sparse Experience Replay for Lifelong Language Learning. CoRR Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2020	—	`ed.`	Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2020, Online, July 10, 2020 BEA@ACL Jill Burstein, Ekaterina Kochmar, Claudia Leacock, Nitin Madnani, Ildikó Pilán, Helen Yannakoudakis, Torsten Zesch
2020	—	`conf`	The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) 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
2020	J	`jnl`	The Teacher-Student Chatroom Corpus. CoRR Andrew Caines, Helen Yannakoudakis, Helena Edmondson, Helen Allen, Pascual Pérez-Paredes, Bill Byrne, Paula Buttery
2019	—	`conf`	A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors. NAACL-HLT (1) Simon Flachs, Ophélie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Søgaard
2019	—	`conf`	Abusive Language Detection with Graph Convolutional Networks. NAACL-HLT (1) Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
2019	J	`jnl`	Abusive Language Detection with Graph Convolutional Networks. CoRR Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
2019	J	`jnl`	Author Profiling for Hate Speech Detection. CoRR Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
2019	—	`conf`	CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets. SemEval@NAACL-HLT Guy Aglionby, Christopher Davis, Pushkar Mishra, Andrew Caines, Helen Yannakoudakis, Marek Rei, Ekaterina Shutova, Paula Buttery
2019	—	`conf`	Context is Key: Grammatical Error Detection with Contextual Word Representations. BEA@ACL Samuel J. Bell, Helen Yannakoudakis, Marek Rei
2019	J	`jnl`	Context is Key: Grammatical Error Detection with Contextual Word Representations. CoRR Samuel J. Bell, Helen Yannakoudakis, Marek Rei
2019	—	`conf`	Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. NAACL-HLT (1) Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova
2019	J	`jnl`	Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. CoRR Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova
2019	—	`conf`	Multi-Task Learning for Coherence Modeling. ACL (1) Youmna Farag, Helen Yannakoudakis
2019	J	`jnl`	Multi-Task Learning for Coherence Modeling. CoRR Youmna Farag, Helen Yannakoudakis
2019	—	`conf`	Neural and FST-based approaches to grammatical error correction. BEA@ACL Zheng Yuan, Felix Stahlberg, Marek Rei, Bill Byrne, Helen Yannakoudakis
2019	—	`ed.`	Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2019, Florence, Italy, August 2, 2019. BEA@ACL Helen Yannakoudakis, Ekaterina Kochmar, Claudia Leacock, Nitin Madnani, Ildikó Pilán, Torsten Zesch
2019	J	`jnl`	Tackling Online Abuse: A Survey of Automated Abuse Detection Methods. CoRR Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2018	B	`conf`	Author Profiling for Abuse Detection. COLING Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
2018	—	`conf`	Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input. NAACL-HLT Youmna Farag, Helen Yannakoudakis, Ted Briscoe
2018	J	`jnl`	Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input. CoRR Youmna Farag, Helen Yannakoudakis, Ted Briscoe
2018	—	`conf`	Neural Character-based Composition Models for Abuse Detection. ALW Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2018	J	`jnl`	Neural Character-based Composition Models for Abuse Detection. CoRR Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2018	—	`ed.`	Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, New Orleans, LA, USA, June 5, 2018 BEA@NAACL-HLT Joel R. Tetreault, Jill Burstein, Ekaterina Kochmar, Claudia Leacock, Helen Yannakoudakis
2017	—	`conf`	Auxiliary Objectives for Neural Error Detection Models. BEA@EMNLP Marek Rei, Helen Yannakoudakis
2017	J	`jnl`	Auxiliary Objectives for Neural Error Detection Models. CoRR Marek Rei, Helen Yannakoudakis
2017	A*	`conf`	Neural Sequence-Labelling Models for Grammatical Error Correction. EMNLP Helen Yannakoudakis, Marek Rei, Øistein E. Andersen, Zheng Yuan
2017	—	`ed.`	Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, BEA@EMNLP 2017, Copenhagen, Denmark, September 8, 2017 BEA@EMNLP Joel R. Tetreault, Jill Burstein, Claudia Leacock, Helen Yannakoudakis
2017	—	`conf`	Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions. *SEM Ekaterina Shutova, Andreas Wundsam, Helen Yannakoudakis
2016	—	`conf`	Automatic Text Scoring Using Neural Networks. ACL (1) Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei
2016	J	`jnl`	Automatic Text Scoring Using Neural Networks. CoRR Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei
2016	—	`conf`	Compositional Sequence Labeling Models for Error Detection in Learner Writing. ACL (1) Marek Rei, Helen Yannakoudakis
2016	J	`jnl`	Compositional Sequence Labeling Models for Error Detection in Learner Writing. CoRR Marek Rei, Helen Yannakoudakis
2016	—	`ed.`	Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, BEA@NAACL-HLT 2016, June 16, 2016, San Diego, California, USA BEA@NAACL-HLT Joel R. Tetreault, Jill Burstein, Claudia Leacock, Helen Yannakoudakis
2016	—	`conf`	Unsupervised Modeling of Topical Relevance in L2 Learner Text. BEA@NAACL-HLT Ronan Cummins, Helen Yannakoudakis, Ted Briscoe
2015	—	`conf`	Evaluating the performance of Automated Text Scoring systems. BEA@NAACL-HLT Helen Yannakoudakis, Ronan Cummins
2014	—	`conf`	Grammatical error correction using hybrid systems and type filtering. CoNLL Shared Task Mariano Felice, Zheng Yuan, Øistein E. Andersen, Helen Yannakoudakis, Ekaterina Kochmar
2013	—	`—`	Automated assessment of English-learner writing. Helen Yannakoudakis
2013	—	`conf`	Developing and testing a self-assessment and tutoring system. BEA@NAACL-HLT Øistein E. Andersen, Helen Yannakoudakis, Fiona Barker, Tim Parish
2012	—	`conf`	Modeling coherence in ESOL learner texts. BEA@NAACL-HLT Helen Yannakoudakis, Ted Briscoe
2011	A*	`conf`	A New Dataset and Method for Automatically Grading ESOL Texts. ACL Helen Yannakoudakis, Ted Briscoe, Ben Medlock