| 2025 | ACL | Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications. | Traian Rebedea, Leon Derczynski, Shaona Ghosh, Makesh Narsimhan Sreedhar, Faeze Brahman, Liwei Jiang, Bo Li, Yulia Tsvetkov, Christopher Parisien, Yejin Choi |
| 2023 | EMNLP | Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification. | Amalie Brogaard Pauli, Leon Derczynski, Ira Assent |
| 2023 | EMNLP | RWKV: Reinventing RNNs for the Transformer Era. | Bo Peng, Eric Alcaide, Quentin Anthony, Alon Albalak, Samuel Arcadinho, Stella Biderman, Huanqi Cao, Xin Cheng, Michael Chung, Leon Derczynski, Xingjian Du, Matteo Grella, Kranthi Kiran GV, Xuzheng He, Haowen Hou, Przemyslaw Kazienko, Jan Kocon, Jiaming Kong, Bartlomiej Koptyra, Hayden Lau, Jiaju Lin, Krishna Sri Ipsit Mantri, Ferdinand Mom, Atsushi Saito, Guangyu Song, Xiangru Tang, Johan S. Wind, Stanislaw Wozniak, Zhenyuan Zhang, Qinghua Zhou, Jian Zhu, Rui-Jie Zhu |
| 2023 | ICML | The Catalog Problem: Clustering and Ordering Variable-Sized Sets. | Mateusz Maria Jurewicz, Graham W. Taylor, Leon Derczynski |
| 2022 | EMNLP | Handling and Presenting Harmful Text in NLP Research. | Hannah Kirk, Abeba Birhane, Bertie Vidgen, Leon Derczynski |
| 2022 | IJCAI | Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction. | Mateusz Jurewicz, Leon Derczynski |
| 2021 | ACL | Annotating Online Misogyny. | Philine Zeinert, Nanna Inie, Leon Derczynski |
| 2021 | EMNLP | Hyperparameter Power Impact in Transformer Language Model Training. | Lucas Hyberg Puvis de Chavannes, Mads Guldborg Kjeldgaard Kongsbak, Timmie Rantzau, Leon Derczynski |
| 2020 | CHI | The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible. | Nanna Inie, Jeanette Falk Olesen, Leon Derczynski |
| 2020 | COLING | Detection and Resolution of Rumors and Misinformation with NLP. | Leon Derczynski, Arkaitz Zubiaga |
| 2020 | LREC | Accelerated High-Quality Mutual-Information Based Word Clustering. | Manuel R. Ciosici, Ira Assent, Leon Derczynski |
| 2020 | LREC | Offensive Language and Hate Speech Detection for Danish. | Gudbjartur Ingi Sigurbergsson, Leon Derczynski |
| 2019 | NAACL | Quantifying the morphosyntactic content of Brown Clusters. | Manuel R. Ciosici, Leon Derczynski, Ira Assent |
| 2017 | RANLP | Simple Open Stance Classification for Rumour Analysis. | Ahmet Aker, Leon Derczynski, Kalina Bontcheva |
| 2016 | AAAI | Generalised Brown Clustering and Roll-Up Feature Generation. | Leon Derczynski, Sean Chester |
| 2016 | COLING | Representation and Learning of Temporal Relations. | Leon Derczynski |
| 2016 | COLING | Broad Twitter Corpus: A Diverse Named Entity Recognition Resource. | Leon Derczynski, Kalina Bontcheva, Ian Roberts |
| 2016 | LREC | Complementarity, F-score, and NLP Evaluation. | Leon Derczynski |
| 2016 | LREC | GATE-Time: Extraction of Temporal Expressions and Events. | Leon Derczynski, Jannik Strtgen, Diana Maynard, Mark A. Greenwood, Manuel Jung |
| 2015 | RANLP | Efficient Named Entity Annotation through Pre-empting. | Leon Derczynski, Kalina Bontcheva |
| 2015 | RANLP | Tune Your Brown Clustering, Please. | Leon Derczynski, Sean Chester, Kenneth S. Bgh |
| 2015 | RANLP | Temporal Relation Classification using a Model of Tense and Aspect. | Leon Derczynski, Robert J. Gaizauskas |
| 2015 | WEBIST | Enhanced Information Access to Social Streams Through Word Clouds with Entity Grouping. | Martin Leginus, Leon Derczynski, Peter Dolog |
| 2015 | WEBIST | Entity Grouping for Accessing Social Streams via Word Clouds. | Martin Leginus, Leon Derczynski, Peter Dolog |
| 2014 | EACL | The GATE Crowdsourcing Plugin: Crowdsourcing Annotated Corpora Made Easy. | Kalina Bontcheva, Ian Roberts, Leon Derczynski, Dominic Paul Rout |
| 2014 | EACL | Passive-Aggressive Sequence Labeling with Discriminative Post-Editing for Recognising Person Entities in Tweets. | Leon Derczynski, Kalina Bontcheva |
| 2014 | EACL | DKIE: Open Source Information Extraction for Danish. | Leon Derczynski, Camilla Vilhelmsen Field, Kenneth S. Bgh |
| 2014 | LREC | Corpus Annotation through Crowdsourcing: Towards Best Practice Guidelines. | Marta Sabou, Kalina Bontcheva, Leon Derczynski, Arno Scharl |
| 2013 | ACL | Temporal Signals Help Label Temporal Relations. | Leon Derczynski, Robert J. Gaizauskas |
| 2013 | EDBT | Towards context-aware search and analysis on social media data. | Leon Derczynski, Bin Yang, Christian S. Jensen |
| 2013 | ICTIR | Information Retrieval for Temporal Bounding. | Leon Derczynski, Robert J. Gaizauskas |
| 2013 | RANLP | TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text. | Kalina Bontcheva, Leon Derczynski, Adam Funk, Mark A. Greenwood, Diana Maynard, Niraj Aswani |
| 2013 | RANLP | Recognising and Interpreting Named Temporal Expressions. | Matteo Brucato, Leon Derczynski, Hector Llorens, Kalina Bontcheva, Christian S. Jensen |
| 2013 | RANLP | Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy Data. | Leon Derczynski, Alan Ritter, Sam Clark, Kalina Bontcheva |
| 2012 | LREC | Massively Increasing TIMEX3 Resources: A Transduction Approach. | Leon Derczynski, Hector Llorens, Estela Saquete |
| 2012 | LREC | TIMEN: An Open Temporal Expression Normalisation Resource. | Hector Llorens, Leon Derczynski, Robert J. Gaizauskas, Estela Saquete |
| 2010 | LREC | Analysing Temporally Annotated Corpora with CAVaT. | Leon Derczynski, Robert J. Gaizauskas |