Maria Liakata

Responsible Evaluation of AI for Mental Health ACL 2026 ClinQueryAgent: A Conversational Agent for Population Health Management ACL 2026 Modeling Subjectivity in Cognitive Appraisal with Language Models EMNLP 2025 Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025 Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Temporal reasoning for timeline summarisation in social media ACL 2025 Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines NAACL 2025 Knowledge Graphs for Real-World Rumour Verification COLING 2024 Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling ACL 2024 Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media ACL 2024 A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports COLING 2024 Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling EACL 2024 Overview of the CLPsych 2024 Shared Task: Leveraging Large Language Models to Identify Evidence of Suicidality Risk in Online Posts EACL 2024 TempoFormer: A Transformer for Temporally-aware Representations in Change Detection EMNLP 2024 Creation and evaluation of timelines for longitudinal user posts EACL 2023 A Digital Language Coherence Marker for Monitoring Dementia EMNLP 2023 Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. EMNLP 2023 Sequential Path Signature Networks for Personalised Longitudinal Language Modeling ACL 2023 PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023 Identifying Moments of Change from Longitudinal User Text ACL 2022 Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL 2022 A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022 Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022 Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts NAACL 2022 PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence ACL 2022 Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification IJCNLP 2021 Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions NAACL 2021 CDˆ2CR: Co-reference resolution across documents and domains EACL 2021 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021 GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021 Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes EMNLP 2021 Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification ACL 2021 Evaluation of Thematic Coherence in Microblogs ACL 2021 Evaluation of Thematic Coherence in Microblogs IJCNLP 2021 Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection EMNLP 2020 tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020 Estimating predictive uncertainty for rumour verification models ACL 2020 Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews INTERSPEECH 2020 SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for Rumours SEMEVAL 2019 Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets ACL 2019 A Path Signature Approach for Speech Emotion Recognition INTERSPEECH 2019 All-in-one: Multi-task Learning for Rumour Verification COLING 2018 HarriGT: A Tool for Linking News to Science ACL 2018 Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM SEMEVAL 2017 TDParse: Multi-target-specific sentiment recognition on Twitter EACL 2017 TOTEMSS: Topic-based, Temporal Sentiment Summarisation for Twitter IJCNLP 2017 ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners IJCNLP 2017 SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours SEMEVAL 2017 Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations COLING 2016 SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods COLING 2016 Combining Heterogeneous User Generated Data to Sense Well-being COLING 2016 WarwickDCS: From Phrase-Based to Target-Specific Sentiment Recognition SEMEVAL 2015 University_of_Warwick: SENTIADAPTRON - A Domain Adaptable Sentiment Analyser for Tweets - Meets SemEval SEMEVAL 2014 A Discourse-Driven Content Model for Summarising Scientific Articles Evaluated in a Complex Question Answering Task EMNLP 2013 Learning theories from text COLING 2004 From Trees to Predicate-argument Structures COLING 2002