Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations. - Arkaitz Zubiaga; Elena Kochkina; Maria Liakata; Rob Procter; Michal Lukasik (COLING, 2016)

Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM. - Elena Kochkina; Maria Liakata; Isabelle Augenstein (CoRR, 2017)

All-in-one: Multi-task Learning for Rumour Verification. - Elena Kochkina; Maria Liakata; Arkaitz Zubiaga (COLING, 2018)

RumourEval 2019: Determining Rumour Veracity and Support for Rumours. - Genevieve Gorrell; Kalina Bontcheva; Leon Derczynski; Elena Kochkina; Maria Liakata; Arkaitz Zubiaga (CoRR, 2018)

Discourse-aware rumour stance classification in social media using sequential classifiers. - Arkaitz Zubiaga; Elena Kochkina; Maria Liakata; Rob Procter; Michal Lukasik; Kalina Bontcheva; Trevor Cohn; Isabelle Augenstein (Inf. Process. Manag., 2018)

SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours. - Genevieve Gorrell; Ahmet Aker; Kalina Bontcheva; Leon Derczynski; Elena Kochkina; Maria Liakata; Arkaitz Zubiaga (SemEval@NAACL-HLT, 2019)

Rumour stance and veracity classification in social media conversations. - Elena Kochkina (2019)

Estimating predictive uncertainty for rumour verification models. - Elena Kochkina; Maria Liakata (ACL, 2020)

QMUL-SDS at CheckThat! 2020 Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions. - Rabab Alkhalifa; Theodore Yoong; Elena Kochkina; Arkaitz Zubiaga; Maria Liakata (CLEF (Working Notes), 2020)

Stance Classification for Rumour Verification in Social Media Conversations. - Elena Kochkina; Maria Liakata; Arkaitz Zubiaga (ICWSM Workshops, 2020)

Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data. - Harish Tayyar Madabushi; Elena Kochkina; Michael Castelle (CoRR, 2020)

Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification. - John Dougrez-Lewis; Maria Liakata; Elena Kochkina; Yulan He 001 (ACL/IJCNLP (Findings), 2021)

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. - Gabriele Pergola; Elena Kochkina; Lin Gui 003; Maria Liakata; Yulan He 001 (EACL, 2021)

Opinions are Made to be Changed: Temporally Adaptive Stance Classification. - Rabab Alkhalifa; Elena Kochkina; Arkaitz Zubiaga (OASIS@HT, 2021)

Mediate 2021: News Media and Computational Journalism Workshop. - Panayiotis Smeros; Jérémie Rappaz; Marya Bazzi; Elena Kochkina; Maria Liakata; Karl Aberer (ICWSM Workshops, 2021)

Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims. - Miguel Arana-Catania; Elena Kochkina; Arkaitz Zubiaga; Maria Liakata; Robert Procter; Yulan He 001 (NAACL-HLT, 2022)

PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence. - John Dougrez-Lewis; Elena Kochkina; Miguel Arana-Catania; Maria Liakata; Yulan He 001 (CoRR, 2022)

PANACEA dataset - Heterogeneous COVID-19 Claims. - Miguel Arana-Catania; Elena Kochkina; Arkaitz Zubiaga; Maria Liakata; Rob Procter; Yulan He 001 (Zenodo, 2022)

Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance. - Rabab Alkhalifa; Iman Munire Bilal; Hsuvas Borkakoty; José Camacho-Collados; Romain Deveaud; Alaa El-Ebshihy; Luis Espinosa Anke; Gabriela Nicole González Sáez; Petra Galuscáková; Lorraine Goeuriot; Elena Kochkina; Maria Liakata; et al. (CLEF (Working Notes), 2023)

Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance. - Rabab Alkhalifa; Iman Munire Bilal; Hsuvas Borkakoty; José Camacho-Collados; Romain Deveaud; Alaa El-Ebshihy; Luis Espinosa Anke; Gabriela González Sáez; Petra Galuscáková; Lorraine Goeuriot; Elena Kochkina; Maria Liakata; et al. (CLEF, 2023)

PANACEA: An Automated Misinformation Detection System on COVID-19. - Runcong Zhao; Miguel Arana-Catania; Lixing Zhu; Elena Kochkina; Lin Gui 003; Arkaitz Zubiaga; Rob Procter; Maria Liakata; Yulan He 001 (EACL (System Demonstrations), 2023)

LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023. - Rabab Alkhalifa; Iman Munire Bilal; Hsubhas Borkakoty; José Camacho-Collados; Romain Deveaud; Alaa El-Ebshihy; Luis Espinosa Anke; Gabriela González Sáez; Petra Galuscáková; Lorraine Goeuriot; Elena Kochkina; Maria Liakata; et al. (ECIR (3), 2023)

Some Observations on Fact-Checking Work with Implications for Computational Support. - Rob Procter; Miguel Arana-Catania; Yulan He 001; Maria Liakata; Arkaitz Zubiaga; Elena Kochkina; Runcong Zhao (CoRR, 2023)

Building for tomorrow: Assessing the temporal persistence of text classifiers. - Rabab Alkhalifa; Elena Kochkina; Arkaitz Zubiaga (Inf. Process. Manag., 2023)

Evaluating the generalisability of neural rumour verification models. - Elena Kochkina; Tamanna Hossain; Robert L. Logan IV; Miguel Arana-Catania; Rob Procter; Arkaitz Zubiaga; Sameer Singh 001; Yulan He 001; Maria Liakata (Inf. Process. Manag., 2023)

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. - Toyin D. Aguda; Suchetha Siddagangappa; Elena Kochkina; Simerjot Kaur; Dongsheng Wang 005; Charese Smiley (LREC/COLING, 2024)

Knowledge Graphs for Real-World Rumour Verification. - John Dougrez-Lewis; Elena Kochkina; Maria Liakata; Yulan He 001 (LREC/COLING, 2024)

Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling. - Talia Tseriotou; Ryan Sze-Yin Chan; Adam Tsakalidis; Iman Munire Bilal; Elena Kochkina; Terry J. Lyons; Maria Liakata (EACL (Demonstrations), 2024)

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. - Toyin Aguda; Suchetha Siddagangappa; Elena Kochkina; Simerjot Kaur; Dongsheng Wang 005; Charese Smiley; Sameena Shah (CoRR, 2024)

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking. - Jabez Magomere; Elena Kochkina; Samuel Mensah; Simerjot Kaur; Charese Smiley (NAACL (Findings), 2025)

A Variational Approach for Mitigating Entity Bias in Relation Extraction. - Samuel Mensah; Elena Kochkina; Jabez Magomere; Joy Prakash Sain; Simerjot Kaur; Charese Smiley (CoRR, 2025)

AI Analyst: Framework and Comprehensive Evaluation of Large Language Models for Financial Time Series Report Generation. - Elizabeth Fons; Elena Kochkina; Rachneet Kaur; Zhen Zeng; Berowne Hlavaty; Charese Smiley; Svitlana Vyetrenko; Manuela Veloso (CoRR, 2025)