Adam Tsakalidis
17 papers · 2015–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(3)
π€
Dynamic Duo
(17)
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(103)
Top co-authors
Research topics
Keywords
temporal modeling
(4)
temporal analysis
(3)
change detection
(2)
temporal representation
(2)
large language model
(2)
variational autoencoder
(2)
topic modeling
(2)
abstractive summarization
(2)
mood detection
(2)
mental health monitoring
(2)
sentiment analysis
(1)
lexical semantics
(1)
social media analysis
(1)
opinion summarization
(1)
text mining
(1)
transformer architecture
(1)
embedding learning
(1)
suicide risk assessment
(1)
temporal dynamics
(1)
anomaly detection
(1)
Papers
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media
ACL 2024
Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling
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
TempoFormer: A Transformer for Temporally-aware Representations in Change Detection
EMNLP 2024
A Digital Language Coherence Marker for Monitoring Dementia
EMNLP 2023
Creation and evaluation of timelines for longitudinal user posts
EACL 2023
Sequential Path Signature Networks for Personalised Longitudinal Language Modeling
ACL 2023
Identifying Moments of Change from Longitudinal User Text
ACL 2022
Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts
NAACL 2022
Unsupervised Opinion Summarisation in the Wasserstein Space
EMNLP 2022
Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions
NAACL 2021
Evaluation of Thematic Coherence in Microblogs
ACL 2021
Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection
EMNLP 2020
TOTEMSS: Topic-based, Temporal Sentiment Summarisation for Twitter
IJCNLP 2017
Combining Heterogeneous User Generated Data to Sense Well-being
COLING 2016
WarwickDCS: From Phrase-Based to Target-Specific Sentiment Recognition
SemEval 2015