Elena Kochkina

Orcid: 0000-0003-0691-3647

According to our database1, Elena Kochkina authored at least 29 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency.
CoRR, 2024

Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Knowledge Graphs for Real-World Rumour Verification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Evaluating the generalisability of neural rumour verification models.
Inf. Process. Manag., 2023

Building for tomorrow: Assessing the temporal persistence of text classifiers.
Inf. Process. Manag., 2023

Some Observations on Fact-Checking Work with Implications for Computational Support.
CoRR, 2023


PANACEA: An Automated Misinformation Detection System on COVID-19.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
PANACEA dataset - Heterogeneous COVID-19 Claims.
Dataset, July, 2022

PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence.
CoRR, 2022

Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021
Mediate 2021: News Media and Computational Journalism Workshop.
Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

Opinions are Made to be Changed: Temporally Adaptive Stance Classification.
Proceedings of the OASIS@HT 2021: Proceedings of the 2021 Workshop on Open Challenges in Online Social Networks, 2021

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data.
CoRR, 2020

Stance Classification for Rumour Verification in Social Media Conversations.
Proceedings of the Workshop Proceedings of the 14th International AAAI Conference on Web and Social Media, 2020

QMUL-SDS at CheckThat! 2020 Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions.
Proceedings of the Working Notes of CLEF 2020, 2020

Estimating predictive uncertainty for rumour verification models.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Rumour stance and veracity classification in social media conversations.
PhD thesis, 2019

SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2018
Discourse-aware rumour stance classification in social media using sequential classifiers.
Inf. Process. Manag., 2018

RumourEval 2019: Determining Rumour Veracity and Support for Rumours.
CoRR, 2018

All-in-one: Multi-task Learning for Rumour Verification.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017
Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM.
CoRR, 2017

2016
Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations.
Proceedings of the COLING 2016, 2016


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