Maria Liakata

55 papers · 2002–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (23) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (11) 🏆 Keyword Champion (2) 🤝 Dynamic Duo (18) 🔬 Deep Specialist (10) 📈 Trend Setter 🗃️ Keyword Collector (252) 💎 Century Club (55) ⚡ Prolific Year (6) 🔥 Unstoppable (13)

Conferences

ACL (14) EMNLP (11) COLING (8) EACL (7) SEMEVAL (5) IJCNLP (4) NAACL (4) INTERSPEECH (2)

Top co-authors

Adam Tsakalidis (18) Elena Kochkina (13) Rob Procter (12) Yulan He (10) Arkaitz Zubiaga (9) Bo Wang (7) Dana Atzil-Slonim (6) John Dougrez-Lewis (5) Iman Munire Bilal (5) Talia Tseriotou (5)

Research topics

Natural Language Processing (1) Education (1)

Keywords

large language model (7) rumour verification (6) text classification (5) natural language processing (5) social media (5) natural language inference (5) temporal modeling (4) social media analysis (4) stance classification (4) sentiment analysis (3) topic model (3) timeline summarization (3) temporal analysis (3) evidence retrieval (3) evaluation metrics (3) semantic similarity (3) abstractive summarization (3) claim verification (3) rumour detection (3) change detection (2)

Papers

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

Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025

Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025

Modeling Subjectivity in Cognitive Appraisal with Language Models EMNLP 2025

Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ACL 2025

Knowledge Graphs for Real-World Rumour Verification COLING 2024

A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports COLING 2024

TempoFormer: A Transformer for Temporally-aware Representations in Change Detection EMNLP 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

Overview of the CLPsych 2024 Shared Task: Leveraging Large Language Models to Identify Evidence of Suicidality Risk in Online Posts EACL 2024

Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling EACL 2024

A Digital Language Coherence Marker for Monitoring Dementia EMNLP 2023

PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023

Creation and evaluation of timelines for longitudinal user posts EACL 2023

Sequential Path Signature Networks for Personalised Longitudinal Language Modeling ACL 2023

Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. EMNLP 2023

Identifying Moments of Change from Longitudinal User Text ACL 2022

PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence ACL 2022

Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022

A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022

Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL 2022

Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts NAACL 2022

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

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

Estimating predictive uncertainty for rumour verification models ACL 2020

tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020

Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews INTERSPEECH 2020

Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection EMNLP 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

HarriGT: A Tool for Linking News to Science ACL 2018

All-in-one: Multi-task Learning for Rumour Verification COLING 2018

TOTEMSS: Topic-based, Temporal Sentiment Summarisation for Twitter IJCNLP 2017

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

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

Combining Heterogeneous User Generated Data to Sense Well-being COLING 2016

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods 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