Elena Kochkina

49 papers A* 2A 1B 2Journal 25Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adapting Language Models to Produce Good Class Probabilities for Classification Tasks.
Trans. Mach. Learn. Res.
Lautaro Estienne, Matías Vera, Elizabeth Fons, Elena Kochkina, Pablo Piantanida, Luciana Ferrer
2026 — conf
Distill and Align Decomposition for Enhanced Claim Verification.
EACL (Findings)
Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Fernando Acero, Arturo Oncevay, Charese Smiley, Xiaomo Liu, Manuela Veloso
2026 J jnl
Distill and Align Decomposition for Enhanced Claim Verification.
CoRR
Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Fernando Acero, Arturo Oncevay, Charese H. Smiley, Xiaomo Liu, Manuela Veloso
2025 — conf
A Variational Approach for Mitigating Entity Bias in Relation Extraction.
ACL (2)
Samuel Mensah, Elena Kochkina, Jabez Magomere, Joy Prakash Sain, Simerjot Kaur, Charese Smiley
2025 J jnl
A Variational Approach for Mitigating Entity Bias in Relation Extraction.
CoRR
Samuel Mensah, Elena Kochkina, Jabez Magomere, Joy Prakash Sain, Simerjot Kaur, Charese Smiley
2025 J jnl
AI Analyst: Framework and Comprehensive Evaluation of Large Language Models for Financial Time Series Report Generation.
CoRR
Elizabeth Fons, Elena Kochkina, Rachneet Kaur, Zhen Zeng, Berowne Hlavaty, Charese Smiley, Svitlana Vyetrenko, Manuela Veloso
2025 — conf
Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing.
ACL (6)
Simerjot Kaur, Charese Smiley, Keshav Ramani, Elena Kochkina, Mathieu Sibue, Samuel Mensah, Pietro Totis, Cecilia Tilli, Toyin Aguda, Daniel Borrajo, Manuela Veloso
2025 — conf
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking.
NAACL (Findings)
Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Charese Smiley
2025 J jnl
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking.
CoRR
Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Charese H. Smiley
2025 A* conf
Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education.
EMNLP
Arturo Oncevay, Elena Kochkina, Keshav Ramani, Toyin Aguda, Simerjot Kaur, Charese Smiley
2024 — conf
Knowledge Graphs for Real-World Rumour Verification.
LREC/COLING
John Dougrez-Lewis, Elena Kochkina, Maria Liakata, Yulan He
2024 — conf
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency.
LREC/COLING
Toyin D. Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley
2024 J jnl
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency.
CoRR
Toyin Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley, Sameena Shah
2024 — conf
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling.
EACL (Demonstrations)
Talia Tseriotou, Ryan Sze-Yin Chan, Adam Tsakalidis, Iman Munire Bilal, Elena Kochkina, Terry J. Lyons, Maria Liakata
2023 J jnl
Building for tomorrow: Assessing the temporal persistence of text classifiers.
Inf. Process. Manag.
Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga
2023 J jnl
Evaluating the generalisability of neural rumour verification models.
Inf. Process. Manag.
Elena Kochkina, Tamanna Hossain, Robert L. Logan IV, Miguel Arana-Catania, Rob Procter, Arkaitz Zubiaga, Sameer Singh, Yulan He, Maria Liakata
2023 — conf
Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
CLEF (Working Notes)
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, Daniel Loureiro, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Harish Tayyar Madabushi, Arkaitz Zubiaga
2023 — conf
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023.
ECIR (3)
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, Daniel Loureiro, Harish Tayyar Madabushi, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Arkaitz Zubiaga
2023 — conf
Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
CLEF
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, Daniel Loureiro, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Harish Tayyar Madabushi, Arkaitz Zubiaga
2023 — conf
PANACEA: An Automated Misinformation Detection System on COVID-19.
EACL (System Demonstrations)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
2023 J jnl
PANACEA: An Automated Misinformation Detection System on COVID-19.
CoRR
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
2023 J jnl
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling.
CoRR
Talia Tseriotou, Ryan Sze-Yin Chan, Adam Tsakalidis, Iman Munire Bilal, Elena Kochkina, Terry J. Lyons, Maria Liakata
2023 J jnl
Some Observations on Fact-Checking Work with Implications for Computational Support.
CoRR
Rob Procter, Miguel Arana-Catania, Yulan He, Maria Liakata, Arkaitz Zubiaga, Elena Kochkina, Runcong Zhao
2022 J jnl
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers.
CoRR
Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga
2022 — conf
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims.
NAACL-HLT
Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Robert Procter, Yulan He
2022 J jnl
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims.
CoRR
Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Rob Procter, Yulan He
2022 J jnl
PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence.
CoRR
John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata, Yulan He
2021 A conf
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies.
EACL
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He
2021 J jnl
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies.
CoRR
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He
2021 — conf
Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification.
ACL/IJCNLP (Findings)
John Dougrez-Lewis, Maria Liakata, Elena Kochkina, Yulan He
2021 — conf
Mediate 2021: News Media and Computational Journalism Workshop.
ICWSM Workshops
Panayiotis Smeros, Jérémie Rappaz, Marya Bazzi, Elena Kochkina, Maria Liakata, Karl Aberer
2021 — conf
Opinions are Made to be Changed: Temporally Adaptive Stance Classification.
OASIS@HT
Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga
2021 J jnl
Opinions are Made to be Changed: Temporally Adaptive Stance Classification.
CoRR
Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga
2020 J jnl
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data.
CoRR
Harish Tayyar Madabushi, Elena Kochkina, Michael Castelle
2020 A* conf
Estimating predictive uncertainty for rumour verification models.
ACL
Elena Kochkina, Maria Liakata
2020 J jnl
Estimating predictive uncertainty for rumour verification models.
CoRR
Elena Kochkina, Maria Liakata
2020 — conf
QMUL-SDS at CheckThat! 2020 Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions.
CLEF (Working Notes)
Rabab Alkhalifa, Theodore Yoong, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata
2020 J jnl
QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions.
CoRR
Rabab Alkhalifa, Theodore Yoong, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata
2020 — conf
Stance Classification for Rumour Verification in Social Media Conversations.
ICWSM Workshops
Elena Kochkina, Maria Liakata, Arkaitz Zubiaga
2019 — —
Rumour stance and veracity classification in social media conversations.
Elena Kochkina
2019 — conf
SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours.
SemEval@NAACL-HLT
Genevieve Gorrell, Ahmet Aker, Kalina Bontcheva, Leon Derczynski, Elena Kochkina, Maria Liakata, Arkaitz Zubiaga
2018 B conf
All-in-one: Multi-task Learning for Rumour Verification.
COLING
Elena Kochkina, Maria Liakata, Arkaitz Zubiaga
2018 J jnl
All-in-one: Multi-task Learning for Rumour Verification.
CoRR
Elena Kochkina, Maria Liakata, Arkaitz Zubiaga
2018 J jnl
Discourse-aware rumour stance classification in social media using sequential classifiers.
Inf. Process. Manag.
Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, Isabelle Augenstein
2018 J jnl
RumourEval 2019: Determining Rumour Veracity and Support for Rumours.
CoRR
Genevieve Gorrell, Kalina Bontcheva, Leon Derczynski, Elena Kochkina, Maria Liakata, Arkaitz Zubiaga
2017 J jnl
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers.
CoRR
Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, Isabelle Augenstein
2017 J jnl
Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM.
CoRR
Elena Kochkina, Maria Liakata, Isabelle Augenstein
2016 B conf
Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations.
COLING
Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik
2016 J jnl
Stance classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations.
CoRR
Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik