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Elena Kochkina

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2020 – today

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2024
[c18]
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John Dougrez-Lewis, Elena Kochkina, Maria Liakata, Yulan He:
Knowledge Graphs for Real-World Rumour Verification. LREC/COLING 2024: 9843-9853
[c17]
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Toyin D. Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley:
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. LREC/COLING 2024: 10124-10145
[c16]
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Talia Tseriotou, Ryan Sze-Yin Chan, Adam Tsakalidis, Iman Munire Bilal, Elena Kochkina, Terry J. Lyons, Maria Liakata:
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling. EACL (Demonstrations) 2024: 223-237
[i17]
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  - journals/corr/abs-2403-18152
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Toyin Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley, Sameena Shah:
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. CoRR abs/2403.18152 (2024)
2023
[j3]
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Elena Kochkina, Tamanna Hossain, Robert L. Logan IV, Miguel Arana-Catania, Rob Procter, Arkaitz Zubiaga, Sameer Singh, Yulan He, Maria Liakata:
Evaluating the generalisability of neural rumour verification models. Inf. Process. Manag. 60(1): 103116 (2023)
[j2]
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Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga:
Building for tomorrow: Assessing the temporal persistence of text classifiers. Inf. Process. Manag. 60(2): 103200 (2023)
[c15]
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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:
Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance. CLEF 2023: 440-458
[c14]
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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:
Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance. CLEF (Working Notes) 2023: 2181-2203
[c13]
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Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He:
PANACEA: An Automated Misinformation Detection System on COVID-19. EACL (System Demonstrations) 2023: 67-74
[c12]
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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:
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023. ECIR (3) 2023: 499-505
[i16]
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  - journals/corr/abs-2303-01241
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Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He:
PANACEA: An Automated Misinformation Detection System on COVID-19. CoRR abs/2303.01241 (2023)
[i15]
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  - journals/corr/abs-2305-02224
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Rob Procter, Miguel Arana-Catania, Yulan He, Maria Liakata, Arkaitz Zubiaga, Elena Kochkina, Runcong Zhao:
Some Observations on Fact-Checking Work with Implications for Computational Support. CoRR abs/2305.02224 (2023)
[i14]
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  - journals/corr/abs-2312-03523
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Talia Tseriotou, Ryan Sze-Yin Chan, Adam Tsakalidis, Iman Munire Bilal, Elena Kochkina, Terry J. Lyons, Maria Liakata:
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling. CoRR abs/2312.03523 (2023)
2022
[c11]
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Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Robert Procter, Yulan He:
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims. NAACL-HLT 2022: 1496-1511
[d1]
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Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Rob Procter, Yulan He:
PANACEA dataset - Heterogeneous COVID-19 Claims. Zenodo, 2022
[i13]
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  - journals/corr/abs-2205-02596
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Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Rob Procter, Yulan He:
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims. CoRR abs/2205.02596 (2022)
[i12]
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  - journals/corr/abs-2205-05435
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Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga:
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers. CoRR abs/2205.05435 (2022)
[i11]
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  - journals/corr/abs-2207-13970
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John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata, Yulan He:
PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence. CoRR abs/2207.13970 (2022)
2021
[c10]
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John Dougrez-Lewis, Maria Liakata, Elena Kochkina, Yulan He:
Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification. ACL/IJCNLP (Findings) 2021: 3902-3908
[c9]
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Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He:
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. EACL 2021: 1977-1985
[c8]
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Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga:
Opinions are Made to be Changed: Temporally Adaptive Stance Classification. OASIS@HT 2021: 27-32
[c7]
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  - conf/icwsm/SmerosRBKLA21
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Panayiotis Smeros, Jérémie Rappaz, Marya Bazzi, Elena Kochkina, Maria Liakata, Karl Aberer:
Mediate 2021: News Media and Computational Journalism Workshop. ICWSM Workshops 2021
[i10]
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  - journals/corr/abs-2102-08366
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Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He:
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. CoRR abs/2102.08366 (2021)
[i9]
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  - journals/corr/abs-2108-12476
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Rabab Alkhalifa, Elena Kochkina, Arkaitz Zubiaga:
Opinions are Made to be Changed: Temporally Adaptive Stance Classification. CoRR abs/2108.12476 (2021)
2020
[c6]
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Elena Kochkina, Maria Liakata:
Estimating predictive uncertainty for rumour verification models. ACL 2020: 6964-6981
[c5]
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Rabab Alkhalifa, Theodore Yoong, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata:
QMUL-SDS at CheckThat! 2020 Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions. CLEF (Working Notes) 2020
[c4]
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Elena Kochkina, Maria Liakata, Arkaitz Zubiaga:
Stance Classification for Rumour Verification in Social Media Conversations. ICWSM Workshops 2020
[i8]
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  - journals/corr/abs-2003-11563
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Harish Tayyar Madabushi, Elena Kochkina, Michael Castelle:
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data. CoRR abs/2003.11563 (2020)
[i7]
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  - journals/corr/abs-2005-07174
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Elena Kochkina, Maria Liakata:
Estimating predictive uncertainty for rumour verification models. CoRR abs/2005.07174 (2020)
[i6]
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  - journals/corr/abs-2008-13160
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Rabab Alkhalifa, Theodore Yoong, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata:
QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions. CoRR abs/2008.13160 (2020)

2010 – 2019

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2019
[b1]
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Elena Kochkina:
Rumour stance and veracity classification in social media conversations. University of Warwick, Coventry, UK, 2019
[c3]
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  - conf/semeval/GorrellABDKLZ19
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Genevieve Gorrell, Ahmet Aker, Kalina Bontcheva, Leon Derczynski, Elena Kochkina, Maria Liakata, Arkaitz Zubiaga:
SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours. SemEval@NAACL-HLT 2019: 845-854
2018
[j1]
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Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, Isabelle Augenstein:
Discourse-aware rumour stance classification in social media using sequential classifiers. Inf. Process. Manag. 54(2): 273-290 (2018)
[c2]
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Elena Kochkina, Maria Liakata, Arkaitz Zubiaga:
All-in-one: Multi-task Learning for Rumour Verification. COLING 2018: 3402-3413
[i5]
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  - journals/corr/abs-1806-03713
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Elena Kochkina, Maria Liakata, Arkaitz Zubiaga:
All-in-one: Multi-task Learning for Rumour Verification. CoRR abs/1806.03713 (2018)
[i4]
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  - journals/corr/abs-1809-06683
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Genevieve Gorrell, Kalina Bontcheva, Leon Derczynski, Elena Kochkina, Maria Liakata, Arkaitz Zubiaga:
RumourEval 2019: Determining Rumour Veracity and Support for Rumours. CoRR abs/1809.06683 (2018)
2017
[i3]
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  - journals/corr/KochkinaLA17
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Elena Kochkina, Maria Liakata, Isabelle Augenstein:
Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM. CoRR abs/1704.07221 (2017)
[i2]
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  - journals/corr/abs-1712-02223
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Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, Isabelle Augenstein:
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers. CoRR abs/1712.02223 (2017)
2016
[c1]
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Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik:
Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations. COLING 2016: 2438-2448
[i1]
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Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik:
Stance classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations. CoRR abs/1609.09028 (2016)

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