Maria Liakata

Affiliations:
  • University of Warwick


According to our database1, Maria Liakata authored at least 97 papers between 2000 and 2021.

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Bibliography

2021
Citizen Participation and Machine Learning for a Better Democracy.
Digit. Gov. Res. Pract., 2021

A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis.
CoRR, 2021

CD2CR: Co-reference Resolution Across Documents and Domains.
CoRR, 2021

Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality Disorder.
Proceedings of the IEEE International Conference on Acoustics, 2021

CD\^2CR: Co-reference resolution across documents and domains.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 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

Evaluation of Thematic Coherence in Microblogs.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Birds of a feather check together: Leveraging homophily for sequential rumour detection.
Online Soc. Networks Media, 2020

How We Do Things With Words: Analyzing Text as Social and Cultural Data.
Frontiers Artif. Intell., 2020

QMUL-SDS @ DIACR-ITA Evaluating Unsupervised Diachronic Lexical Semantics Classification in Italian.
CoRR, 2020

GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method.
CoRR, 2020

Measuring prominence of scientific work in online news as a proxy for impact.
CoRR, 2020

Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification.
CoRR, 2020

Autoencoding Word Representations through Time for Semantic Change Detection.
CoRR, 2020

Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews.
Proceedings of the Interspeech 2020, 2020

QMUL-SDS @ DIACR-Ita: Evaluating Unsupervised Diachronic Lexical Semantics Classification in Italian (short paper).
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 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

tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

2019
Gaussian Processes for Rumour Stance Classification in Social Media.
ACM Trans. Inf. Syst., 2019

Political Homophily in Independence Movements: Analyzing and Classifying Social Media Users by National Identity.
IEEE Intell. Syst., 2019

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

A Path Signature Approach for Speech Emotion Recognition.
Proceedings of the Interspeech 2019, 2019

Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Microblog Analysis as a Program of Work.
ACM Trans. Soc. Comput., 2018

Building and evaluating resources for sentiment analysis in the Greek language.
Lang. Resour. Evaluation, 2018

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.
J. Biomed. Informatics, 2018

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

Detection and Resolution of Rumours in Social Media: A Survey.
ACM Comput. Surv., 2018

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

Can We Assess Mental Health Through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

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

Nowcasting the Stance of Social Media Users in a Sudden Vote: The Case of the Greek Referendum.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2nd International Workshop on Rumours and Deception in Social Media: Preface.
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

HarriGT: A Tool for Linking News to Science.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017
Towards Real-Time, Country-Level Location Classification of Worldwide Tweets.
IEEE Trans. Knowl. Data Eng., 2017

Stance Classification of Social Media Users in Independence Movements.
CoRR, 2017

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

Urban Analytics: Multiplexed and Dynamic Community Networks.
CoRR, 2017

Exploiting Context for Rumour Detection in Social Media.
Proceedings of the Social Informatics, 2017

A Hierarchical Topic Modelling Approach for Tweet Clustering.
Proceedings of the Social Informatics, 2017

Stance Classification in Out-of-Domain Rumours: A Case Study Around Mental Health Disorders.
Proceedings of the Social Informatics, 2017

SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

TOTEMSS: Topic-based, Temporal Sentiment Summarisation for Twitter.
Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017

ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners.
Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017

Incongruent Headlines: Yet Another Way to Mislead Your Readers.
Proceedings of the 2017 Workshop: Natural Language Processing meets Journalism, 2017

TDParse: Multi-target-specific sentiment recognition on Twitter.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Supporting the Use of User Generated Content in Journalistic Practice.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
Rhetorical Classification of Anchor Text for Citation Recommendation.
D Lib Mag., 2016

Learning Reporting Dynamics during Breaking News for Rumour Detection in Social Media.
CoRR, 2016

Using Gaussian Processes for Rumour Stance Classification in Social Media.
CoRR, 2016

CRUDE: Combining Resource Usage Data and Error Logs for Accurate Error Detection in Large-Scale Distributed Systems.
Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016

Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records.
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

The language of mental health problems in social media.
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

Multi-label Annotation in Scientific Articles - The Multi-label Cancer Risk Assessment Corpus.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Applying Core Scientific Concepts to Context-Based Citation Recommendation.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

SMILES: Twitter Emotion Classification using Domain.
Proceedings of the 4th Workshop on Sentiment Analysis where AI meets Psychology (SAAIP 2016) co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), 2016

Crowdsourcing Protein Family Database Curation.
Proceedings of the Joint International Conference on Biological Ontology and BioCreative, 2016

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

Combining Heterogeneous User Generated Data to Sense Well-being.
Proceedings of the COLING 2016, 2016

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods.
Proceedings of the COLING 2016, 2016

2015
ACQUA: Automated Community-based Question Answering through the Discretisation of Shallow Linguistic Features.
J. Web Sci., 2015

Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads.
CoRR, 2015

Microblog Analysis as a Programme of Work.
CoRR, 2015

Leveraging Textual Features for Best Answer Prediction in Community-based Question Answering.
CoRR, 2015

Crowdsourcing the Annotation of Rumourous Conversations in Social Media.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Towards Increasing the Error Handling Time Window in Large-Scale Distributed Systems Using Console and Resource Usage Logs.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

WarwickDCS: From Phrase-Based to Target-Specific Sentiment Recognition.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Making the Most of Tweet-Inherent Features for Social Spam Detection on Twitter.
Proceedings of the the 5th Workshop on Making Sense of Microposts co-located with the 24th International World Wide Web Conference (WWW 2015), 2015

Towards Detecting Patterns in Failure Logs of Large-Scale Distributed Systems.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Using word embedding for bio-event extraction.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

Towards Detecting Rumours in Social Media.
Proceedings of the Artificial Intelligence for Cities, 2015

2014
Biological network extraction from scientific literature: state of the art and challenges.
Briefings Bioinform., 2014

It's all in the content: state of the art best answer prediction based on discretisation of shallow linguistic features.
Proceedings of the ACM Web Science Conference, 2014

University_of_Warwick: SENTIADAPTRON - A Domain Adaptable Sentiment Analyser for Tweets - Meets SemEval.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

2013
Dynamic enhancement of drug product labels to support drug safety, efficacy, and effectiveness.
J. Biomed. Semant., 2013

Partridge: An Effective System for the Automatic Cassification of the Types of Academic Papers.
Proceedings of the Research and Development in Intelligent Systems XXX, 2013

A Discourse-Driven Content Model for Summarising Scientific Articles Evaluated in a Complex Question Answering Task.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012
Automatic recognition of conceptualization zones in scientific articles and two life science applications.
Bioinform., 2012

2011
A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment.
BMC Bioinform., 2011

Exploring the Generation and Integration of Publishable Scientific Facts Using the Concept of Nano-publications.
Proceedings of the 1st Workshop on Semantic Publishing 2011, 2011

2010
Corpora for the Conceptualisation and Zoning of Scientific Papers.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes.
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, 2010

Zones of conceptualisation in scientific papers: a window to negative and speculative statements.
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010

2009
The Robot Scientist Adam.
Computer, 2009

Semantic Annotation of Papers: Interface & Enrichment Tool (SAPIENT).
Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

2008
Automatic Fine-Grained Semantic Classification for Domain Adaptation.
Proceedings of the Semantics in Text Processing. STEP 2008 Conference Proceedings, 2008

2006
Tokenization and Morphological Analysis for Malagasy.
Int. J. Comput. Linguistics Chin. Lang. Process., 2006

2005
A Two-level Morphology of Malagasy.
Proceedings of the 19st Pacific Asia Conference on Language, Information and Computation, 2005

2004
Inducing domain theories.
PhD thesis, 2004

Learning theories from text.
Proceedings of the COLING 2004, 2004

2003
Learning domain theories.
Proceedings of the Recent Advances in Natural Language Processing III, 2003

2002
From Trees to Predicate-argument Structures.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

2000
A System for Recognition of Named Entities in Greek.
Proceedings of the Natural Language Processing, 2000

Named Entity Recognition in Greek Texts.
Proceedings of the Second International Conference on Language Resources and Evaluation, 2000


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