About Me
Hello! I am a PhD student in the Machine Intelligence Lab in the Engineering Department, the University of Cambridge.
I am working under the supervision of Prof. Mark Gales, and my PhD is fully funded by Cambridge Trust (Cambridge International & St John's College Scholarship).
Before starting my PhD, I was an undergraduate student in Engineering at the University of Cambridge (2015-19). I am a member of St John's College (matriculated in 2015).
Research Interests
- Automatic Summarization and Summary Assessment
- Language Models and Text Generation
- Machine Learning for NLP
- AI for Language Learning (e.g. Grammatical Error Correction/Detection)
Publications
-
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems
Potsawee Manakul, Mark Gales
EMNLP 2021
[paper] [code] -
Long-Span Summarization via Local Attention and Content Selection
Potsawee Manakul, Mark Gales
ACL 2021
[paper] [code] -
CUED_SPEECH at TREC 2020 Podcast Summarisation Track
Potsawee Manakul, Mark Gales
TREC 2020
(Won 1st place in the Spotify Podcast Summarisation task 2020)
[paper] [code] -
Abstractive Spoken Document Summarization using Hierarchical Model with Multi-stage Attention Diversity Optimization
Potsawee Manakul, Mark J. F. Gales, Linlin Wang
Interspeech 2020
[paper] [code] -
Disfluency Detection for Spoken Learner English
Yiting Lu, Mark J. F. Gales, Katherine M. Knill, Potsawee Manakul, Yu Wang
SLaTE workshop at Interspeech 2019
[paper] -
Impact of ASR Performance on Spoken Grammatical Error Detection
Yiting Lu, Mark J. F. Gales, Katherine M. Knill, Potsawee Manakul, Linlin Wang, Yu Wang
Interspeech 2019
[paper] -
Automatic grammatical error detection of non-native spoken learner English
Katherine M. Knill, Mark J. F. Gales, Potsawee Manakul, Andrew P. Caines
ICASSP 2019
[paper]
Preprints & Theses
-
Automatic Assessment of English as a Second Language (Grammatical Error Correction and Detection)
Potsawee Manakul
Master's Thesis, Engineering Department, University of Cambridge, 2019
[pdf]
Teaching (Supervision)
- 3F7 Information Theory and Coding (3rd-year undergraduate)
- 2P7 Vector Calculus, Linear Algebra, Probability (2nd-year undergraduate)
Contact
- Email: pm574-at-cam.ac.uk
- Address: St John's College, St John's Street, Cambridge, CB2 1TP, United Kingdom
