Xiang Dai

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 44

Top Topics

Hyperspectral Images

Event Extraction

Document Classification

Top Venues

EMNLP (Findings)

Publications

Xiang Dai, Sarvnaz Karimi, Nathan O'Callaghan
Identifying Health Risks from Family History: A Survey of Natural Language Processing Techniques. CoRR (2024)
Xiang Dai, Sarvnaz Karimi, Abeed Sarker, Ben Hachey, Cécile Paris
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction. CoRR (2024)
Skyler Zou, Xiang Dai, Grant Brinkworth, Pennie Taylor, Sarvnaz Karimi
Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet. BioNLP@ACL (2023)
Xiang Dai, Yue Wang, Xin Liu, Dan Song, Zhaobo Juan, Shengze Wang, Liangyu Lu, Haibo Liu, Jing Shen
EEGCN: Event Evolutionary Graph Comparison Network for Multi-Modal Fake News Detection. MLNLP (2023)
Xiang Dai, Sarvnaz Karimi, Stephen Wan
Rethinking the Role of Entity Type in Relation Classification. IJCNLP (1) (2023)
Hubert Dariusz Zajac, Dana Li, Xiang Dai, Jonathan Frederik Carlsen, Finn Kensing, Tariq O. Andersen
Clinician-Facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI. ACM Trans. Comput. Hum. Interact. 30 (2) (2023)
Mong Yuan Sim, Xiang Dai, Maciej Rybinski, Sarvnaz Karimi
CSIRO Data61 Team at BioLaySumm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models. BioNLP@ACL (2023)
Rasmus Kær Jørgensen, Oliver Brandt, Mareike Hartmann, Xiang Dai, Christian Igel, Desmond Elliott
MultiFin: A Dataset for Multilingual Financial NLP. EACL (Findings) (2023)
Xiang Dai, Hassen Fourati, Christophe Prieur
A Dynamic Grid-based Q-learning for Noise Covariance Adaptation in EKF and its Application in Navigation. CDC (2022)
Shiqi Xu, Xiang Dai, Xi Yang, Kevin C. Zhou, Kanghyun Kim, Vinayak Pathak, Carolyn Glass, Roarke Horstmeyer
Tensorial tomographic differential phase-contrast microscopy. CoRR (2022)
Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott
Revisiting Transformer-based Models for Long Document Classification. EMNLP (Findings) (2022)
Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott
Revisiting Transformer-based Models for Long Document Classification. CoRR (2022)
Xiang Dai, Sarvnaz Karimi
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods. CoRR (2022)
Ying Cui, Xiang Dai, Lican Dai, Kan Wang
An Overview on the Development and Application of Cognitive Robot. FSDM (2022)
Lei Pan, Hengchao Li, Xiang Dai, Ying Cui, Xifeng Huang, Lican Dai
Latent Low-Rank Projection Learning with Graph Regularization for Feature Extraction of Hyperspectral Images. Remote. Sens. 14 (13) (2022)
Ying Cui, Xiang Dai, Lican Dai
Event Extraction in Vertical Domain Based on Similar Semantics and Dependency Syntax. AIPR (2022)
Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. CoRR (2022)
Shiqi Xu, Xiang Dai, Xi Yang, Kevin C. Zhou, Kanghyun Kim, Vinayak Pathak, Carolyn Glass, Roarke Horstmeyer
Tensorial tomographic differential phase-contrast microscopy. ICCP (2022)
Xiang Dai
Recognising Biomedical Names: Challenges and Solutions. CoRR (2021)
Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model. EMNLP (Findings) (2021)
Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott
MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model. CoRR (2021)
Xiang Dai, Maciej Rybinski, Sarvnaz Karimi
SearchEHR: A Family History Search System for Clinical Decision Support. CIKM (2021)
Xiang Dai, Yongchao Wei
Knowledge Map Reasoning Technology Based on Complex Network. FSDM (2021)
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
An Effective Transition-based Model for Discontinuous NER. CoRR (2020)
Xiang Dai, Heike Adel
An Analysis of Simple Data Augmentation for Named Entity Recognition. CoRR (2020)
Shaowu Zhu, Haichun Sun, Yongcheng Duan, Xiang Dai, Sangeet Saha
Travel Mode Recognition from GPS Data Based on LSTM. Comput. Informatics 39 (1) (2020)
Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. CoRR (2020)
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media. EMNLP (Findings) (2020)
Xiang Dai, Heike Adel
An Analysis of Simple Data Augmentation for Named Entity Recognition. COLING (2020)
Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. IberLEF@SEPLN (2020)
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
An Effective Transition-based Model for Discontinuous NER. ACL (2020)
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media. CoRR (2020)
Nicky Ringland, Xiang Dai, Ben Hachey, Sarvnaz Karimi, Cécile Paris, James R. Curran
NNE: A Dataset for Nested Named Entity Recognition in English Newswire. CoRR (2019)
Xiang Dai, Romain Bourdais, Hervé Guéguen
Dynamic Reduction of The Iterations Requirement in A Distributed Model Predictive Control. CDC (2019)
Nicky Ringland, Xiang Dai, Ben Hachey, Sarvnaz Karimi, Cécile Paris, James R. Curran
NNE: A Dataset for Nested Named Entity Recognition in English Newswire. ACL (1) (2019)
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
Using Similarity Measures to Select Pretraining Data for NER. CoRR (2019)
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
Using Similarity Measures to Select Pretraining Data for NER. NAACL-HLT (1) (2019)
Xiang Dai
Recognizing Complex Entity Mentions: A Review and Future Directions. ACL (3) (2018)
Aditya Joshi, Xiang Dai, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection. SMM4H@EMNLP (2018)
Shifeng Wang, Sarath Kodagoda, Lei Shi, Xiang Dai
Two-Stage Road Terrain Identification Approach for Land Vehicles Using Feature-Based and Markov Random Field Algorithm. IEEE Intell. Syst. 33 (1) (2018)
Xifeng Huang, Xiang Dai
Learning Term Weight with Long Short-Term Memory for Question Retrieval. CLSW (2018)
Chuang Liu, Linan Fan, Liangjie Li, Zhou Liu, Xiang Dai, Wei Gao
Community Detection in Networks by Using Multiobjective Membrane Algorithm. ICONIP (4) (2017)
Xiang Dai, Sarvnaz Karimi, Cécile Paris
Medication and Adverse Event Extraction from Noisy Text. ALTA (2017)
Sarvnaz Karimi, Xiang Dai, Hamed Hassanzadeh, Anthony N. Nguyen
Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. BioNLP (2017)
Paul S. Ho, Guotao Wang, Min Ding, Jie-Hua Zhao, Xiang Dai
Reliability issues for flip-chip packages. Microelectron. Reliab. 44 (5) (2004)