Matthew Purver
48 papers · 2006–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (19) 🌍 Conference Polyglot (9) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(10)
🗺️
Taxonomy Completionist
(64)
🌉
Interdisciplinary Bridge
🔬
Deep Specialist
(12)
🧬
Topic Evolution
👥
Mega-Team
(29)
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(12)
🗃️
Keyword Collector
(165)
❓
The Questioner
(2)
⚡
Prolific Year
(8)
🚀
Conference Pioneer
💎
Century Club
(48)
🔥
Unstoppable
(7)
Conferences
ACL (10)
EMNLP (10)
COLING (8)
EACL (4)
INTERSPEECH (4)
SEMEVAL (4)
AACL (3)
NAACL (3)
IJCNLP (2)
Top co-authors
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-eå at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction
ACL 2023
Lon-eå 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 “You” 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