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Xiang Dai
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Year
An Analysis of Simple Data Augmentation for Named Entity Recognition
X Dai, H Adel
COLING, 3861-3867, 2020
2192020
Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods
S Karimi, X Dai, H Hassanzadeh, A Nguyen
ACL Workshop on Biomedical Natural Language Processing (BioNLP), 328-332, 2017
692017
An Effective Transition-based Model for Discontinuous NER
X Dai, S Karimi, B Hachey, C Paris
ACL, 5860-5870, 2020
672020
NNE: A Dataset for Nested Named Entity Recognition in English Newswire
N Ringland, X Dai, B Hachey, S Karimi, C Paris, JR Curran
ACL, 5176-5181, 2019
592019
Using Similarity Measures to Select Pretraining Data for NER
X Dai, S Karimi, B Hachey, C Paris
NAACL, 1460-1470, 2019
532019
Revisiting Transformer-based Models for Long Document Classification
X Dai, I Chalkidis, S Darkner, D Elliott
Findings of EMNLP, 2022
472022
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media
X Dai, S Karimi, B Hachey, C Paris
Findings of EMNLP, 1675--1681, 2020
402020
Recognizing Complex Entity Mentions: A Review and Future Directions
X Dai
ACL Student Research Workshop (ACL-SRW), 37-44, 2018
392018
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
A Joshi, X Dai, S Karimi, R Sparks, C Paris, CR MacIntyre
EMNLP Workshop on Social Media Mining for Health Applications (SMM4H), 43-47, 2018
202018
Clinician-facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI
HD Zając, D Li, X Dai, JF Carlsen, F Kensing, TQ Andersen
ACM Transactions on Computer-Human Interaction, 2023
182023
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification
I Chalkidis, X Dai, M Fergadiotis, P Malakasiotis, D Elliott
arXiv preprint arXiv:2210.05529, 2022
182022
Medication and Adverse Event Extraction from Noisy Text
X Dai, S Karimi, C Paris
Australasian Language Technology Association Workshop (ALTA), 79-87, 2017
172017
Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis
M Rybinski, X Dai, S Singh, S Karimi, A Nguyen
JMIR Medical Informatics 9 (4), e24020, 2021
112021
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model
RK Jørgensen, M Hartmann, X Dai, D Elliott
Findings of EMNLP, 3404--3418, 2021
92021
MultiFin: A Dataset for Multilingual Financial NLP
RK Jørgensen, O Brandt, M Hartmann, X Dai, C Igel, D Elliott
Findings of EACL, 2023
82023
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction
L Lange, X Dai, H Adel, J Strötgen
Iberian Languages Evaluation Forum (IberLEF), 335-346, 2020
62020
SearchEHR: A Family History Search System for Clinical Decision Support
X Dai, M Rybinski, S Karimi
CIKM, 2021
42021
Recognising Biomedical Names: Challenges and Solutions
X Dai
University of Sydney, 2021
32021
CSIRO Data61 Team at BioLaySumm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models
MY Sim, X Dai, M Rybinski, S Karimi
ACL Workshop on Biomedical Natural Language Processing (BioNLP), 2023
22023
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods
X Dai, S Karimi
AACL-IJCNLP Workshop on Information Extraction from Scientific Publications …, 2022
22022
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