Matthew Purver

1. Cost-Effective Attention Mechanisms for Low Resource Settings: Necessity & Sufficiency of Linear Transformations
   2024/03/03 by Peyman Hosseini, Mehran Hosseini, Hosseini, Peyman +5 · 5 voices · 1 citation
   Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Business #Computer science #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CL #cs.CV #cs.LG
2. Towards Robustness of Text-to-SQL Models against Synonym Substitution
   2021/06/02 by Yujian Gan, Gan, Yujian, Xinyun Chen +11 · 23 citations
   Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques
3. Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization
   2021/09/11 by Yujian Gan, Xinyun Chen, Gan, Yujian +3 · 20 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
4. Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
   2021/09/11 by Yujian Gan, Xinyun Chen, Gan, Yujian +11 · 10 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
5. Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs
   2021/06/29 by Morteza Rohanian, Rohanian, Morteza, Julian Hough +3 · 6 citations
   Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #Voice and Speech Disorders #electronic engineering #information engineering
6. Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly
   2024/08/03 by Peyman Hosseini, Ignacio Castro, Hosseini, Peyman +5 · 6 citations
   Engineering · #Computation and Language (cs.CL) #Electric Power System Optimization #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
7. ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog
   2024/09/09 by Yujian Gan, Gan, Yujian, Changling Li +9 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
8. Strongly Incremental Repair Detection
   2014/08/28 by Julian Hough, Matthew Purver, Hough, Julian +1 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
9. Evaluating Neural Word Representations in Tensor-Based Compositional Settings
   2014/08/26 by Dmitrijs Milajevs, Milajevs, Dmitrijs, Dimitri Kartsaklis +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
10. A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis
    2021/09/03 by Dimitris Gkoumas, Bo Wang, Gkoumas, Dimitris +11 · 1 citation
    Computer Science · Neuroscience · Arts and Humanities · #Speech and dialogue systems #Neurobiology of Language and Bilingualism #Language, Discourse, Communication Strategies
11. Temporal Network Analysis of Email Communication Patterns in a Long Standing Hierarchy
    2023/11/22 by Matthew Russell Barnes, Barnes, Matthew Russell, Mladen Karan +13 · 1 citation
    Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #Team Dynamics and Performance #Opinion Dynamics and Social Influence
12. A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media
    2024/04/10 by Jaya Caporusso, Caporusso, Jaya, Damar Hoogland +9 · 1 citation
    Arts and Humanities · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Media, Religion, Digital Communication #Misinformation and Its Impacts #Social Media and Politics
13. Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models
    2025/05/20 by Zahraa Al Sahili, Sahili, Zahraa Al, Ioannis Patras +3 · 1 citation
    Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
14. Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis
    2024/09/30 by Luka Andrenšek, Andrenšek, Luka, Boshko Koloski +9 · 1 citation
    Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Sentiment Analysis and Opinion Mining