← Authors

Matthew Purver

48 papers · 2006–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (19) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (64) πŸŒ‰ Interdisciplinary Bridge πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ‘₯ Mega-Team (29) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (12) πŸ—ƒοΈ Keyword Collector (165) ❓ The Questioner (2) ⚑ Prolific Year (8) πŸš€ Conference Pioneer πŸ’Ž Century Club (48) πŸ”₯ Unstoppable (7)

Conferences

ACL (10) EMNLP (10) COLING (8) EACL (4) INTERSPEECH (4) SEMEVAL (4) AACL (3) NAACL (3) IJCNLP (2)

Top co-authors

Senja Pollak (12) Yujian Gan (7) Ignacio Castro (6) Ravi Shekhar (6) Xinyun Chen (6) Julian Hough (5) John R. Woodward (4) Vanja Mladen Karan (4) Boshko Koloski (4) Matej Martinc (4)

Keywords

text classification (9) cross-lingual transfer (6) transformer model (6) sentiment analysis (5) zero-shot learning (5) schema linking (5) neural network (4) semantic parsing (4) large language model (3) semantic similarity (2) pointwise mutual information (2) language model (2) transfer learning (2) alzheimer disease (2) natural language processing (2) social media analysis (2) binary classification (2) offensive language detection (2) multilingual nlp (2) explainable ai (2)

Papers

FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models EMNLP 2025
A Computational Framework to Identify Self-Aspects in Text ACL 2025
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly COLING 2025
A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers COLING 2025
Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models IJCNLP 2025
Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models AACL 2025
Referential ambiguity and clarification requests: comparing human and LLM behaviour EMNLP 2025
Recent Trends in Linear Text Segmentation: A Survey EMNLP 2024
Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024
A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media COLING 2024
Denoising Labeled Data for Comment Moderation Using Active Learning COLING 2024
When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation COLING 2024
Analysis of Transfer Learning for Named Entity Recognition in South-Slavic Languages EACL 2023
Tracing Linguistic Markers of Influence in a Large Online Organisation ACL 2023
Re-appraising the Schema Linking for Text-to-SQL ACL 2023
LEDA: a Large-Organization Email-Based Decision-Dialogue-Act Analysis Dataset ACL 2023
Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI ACL 2023
Lon-eΓ₯ at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction ACL 2023
Lon-eΓ₯ at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction SEMEVAL 2023
Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI SEMEVAL 2023
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. EMNLP 2023
CoRAL: a Context-aware Croatian Abusive Language Dataset AACL 2022
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches SEMEVAL 2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment NAACL 2022
Knowledge informed sustainability detection from short financial texts EMNLP 2022
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches NAACL 2022
Towards Robustness of Text-to-SQL Models against Synonym Substitution IJCNLP 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution ACL 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions EACL 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization EMNLP 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021
Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech INTERSPEECH 2021
Alzheimer’s Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs INTERSPEECH 2021
SemEval-2020 Task 3: Graded Word Similarity in Context SEMEVAL 2020
A Review of Cross-Domain Text-to-SQL Models AACL 2020
Temporal Mental Health Dynamics on Social Media EMNLP 2020
SemEval-2020 Task 3: Graded Word Similarity in Context COLING 2020
Multi-Modal Fusion with Gating Using Audio, Lexical and Disfluency Features for Alzheimer’s Dementia Recognition from Spontaneous Speech INTERSPEECH 2020
Detecting Depression with Word-Level Multimodal Fusion INTERSPEECH 2019
Robust Co-occurrence Quantification for Lexical Distributional Semantics ACL 2016
Strongly Incremental Repair Detection EMNLP 2014
Evaluating Neural Word Representations in Tensor-Based Compositional Settings EMNLP 2014
Experimenting with Distant Supervision for Emotion Classification EACL 2012
Disambiguating Between Generic and Referential β€œYou” in Dialog ACL 2007
A Conversational In-Car Dialog System NAACL 2007
Unsupervised Topic Modelling for Multi-Party Spoken Discourse COLING 2006
Unsupervised Topic Modelling for Multi-Party Spoken Discourse ACL 2006