Kate M. Knill
18 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (41) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(3)
🧬
Topic Evolution
🤝
Dynamic Duo
(12)
🌈
Renaissance Researcher
(5)
❓
The Questioner
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(96)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Speech & Audio
(10)
Deep Learning
(7)
Recognition
(6)
Artificial Intelligence
(5)
Analysis
(5)
Application Areas
(5)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Interdisciplinary
(3)
Applications
(3)
Architectures
(2)
Keywords
automatic speech recognition
(7)
language model
(4)
spoken language assessment
(3)
non-native speech
(3)
speech recognition
(3)
speech processing
(2)
second language
(2)
error correction
(2)
language assessment
(2)
large language model
(2)
language learning
(2)
domain adaptation
(2)
acoustic model
(2)
uncertainty quantification
(1)
language model adaptation
(1)
text classification
(1)
multi-task learning
(1)
multilingual nlp
(1)
educational technology
(1)
knowledge distillation
(1)
Papers
Assessment of L2 Oral Proficiency using Speech Large Language Models
Interspeech 2025
Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs
ACL 2025
Scaling and Prompting for Improved End-to-End Spoken Grammatical Error Correction
Interspeech 2025
Training Articulatory Inversion Models for Interspeaker Consistency
Interspeech 2025
Can GPT-4 do L2 analytic assessment?
NAACL 2024
Learn and Don't Forget: Adding a New Language to ASR Foundation Models
Interspeech 2024
Adapting an Unadaptable ASR System
Interspeech 2023
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space
Interspeech 2023
Speak & Improve: L2 English Speaking Practice Tool
Interspeech 2023
Automatic Detection of Accent and Lexical Pronunciation Errors in Spontaneous Non-Native English Speech
Interspeech 2020
Ensemble Approaches for Uncertainty in Spoken Language Assessment
Interspeech 2020
Non-Native Children’s Automatic Speech Recognition: The INTERSPEECH 2020 Shared Task ALTA Systems
Interspeech 2020
Universal Adversarial Attacks on Spoken Language Assessment Systems
Interspeech 2020
A Deep Learning Approach to Automatic Characterisation of Rhythm in Non-Native English Speech
Interspeech 2019
Impact of ASR Performance on Spoken Grammatical Error Detection
Interspeech 2019
Splash: Speech and Language Assessment in Schools and Homes
Interspeech 2019
Log-Linear System Combination Using Structured Support Vector Machines
Interspeech 2016
Multi-Language Neural Network Language Models
Interspeech 2016