Elena Kochkina
19 papers · 2016–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(12)
π
Trend Setter
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Silver
ποΈ
Keyword Collector
(82)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(13)
Applications Β· Natural Language Processing
(12)
Artificial Intelligence
(9)
Learning Types
(6)
Core AI
(5)
Core Methods
(5)
Learning Paradigms
(5)
Optimization & Theory
(4)
Data Science & Analytics
(3)
Deep Learning
(3)
Applications Β· Data Science & Analytics
(3)
Architectures
(3)
Resources & Methods
(3)
Healthcare & Medicine
(2)
Keywords
rumour verification
(6)
natural language inference
(5)
large language model
(4)
evidence retrieval
(3)
stance classification
(3)
claim verification
(3)
social media
(3)
graph convolutional network
(2)
rumour detection
(2)
natural language processing
(2)
relation extraction
(2)
domain adaptation
(2)
misinformation detection
(2)
stance detection
(1)
transfer learning
(1)
machine translation
(1)
uncertainty quantification
(1)
variational inference
(1)
multi-task learning
(1)
information bottleneck
(1)
Papers
Distill and Align Decomposition for Enhanced Claim Verification
EACL 2026
Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing
ACL 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction
ACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking
NAACL 2025
Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education
EMNLP 2025
Knowledge Graphs for Real-World Rumour Verification
COLING 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency
COLING 2024
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling
EACL 2024
PANACEA: An Automated Misinformation Detection System on COVID-19
EACL 2023
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims
NAACL 2022
PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence
ACL 2022
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies
EACL 2021
Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification
ACL 2021
Estimating predictive uncertainty for rumour verification models
ACL 2020
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data
EMNLP 2019
SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours
SemEval 2019
All-in-one: Multi-task Learning for Rumour Verification
COLING 2018
Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM
SemEval 2017
Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations
COLING 2016