Shaoxiong Ji

Orcid: 0000-0003-3281-8002

According to our database¹, Shaoxiong Ji authored at least 58 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

Article

PhD thesis

Dataset

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Links

On csauthors.net:

Bibliography

2024

A Unified Review of Deep Learning for Automated Medical Coding.

[BibT_eX]

[DOI]

ACM Comput. Surv., December, 2024

Emerging trends in federated learning: from model fusion to federated X learning.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., September, 2024

TransFOL: A Logical Query Model for Complex Relational Reasoning in Drug-Drug Interaction.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, August, 2024

Two Stacks Are Better Than One: A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives.

[BibT_eX]

[DOI]

CoRR, 2024

Lucky 52: How Many Languages Are Needed to Instruction Fine-Tune Large Language Models?

[BibT_eX]

[DOI]

Shaoxiong Ji

Pinzhen Chen

CoRR, 2024

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki.

[BibT_eX]

[DOI]

CoRR, 2024

MaLA-500: Massive Language Adaptation of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A New Massive Multilingual Dataset for High-Performance Language Technologies.

[BibT_eX]

[DOI]

Jaume Zaragoza-Bernabeu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection.

[BibT_eX]

[DOI]

Ya Gao

Shaoxiong Ji

Pekka Marttinen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Emotion fusion for mental illness detection from social media: A survey.

[BibT_eX]

[DOI]

Inf. Fusion, April, 2023

Multitask Balanced and Recalibrated Network for Medical Code Prediction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., February, 2023

Ensemble Hybrid Learning Methods for Automated Depression Detection.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., February, 2023

Natural Language Processing for Healthcare: Text Representation, Multitask Learning, and Applications.

[BibT_eX]

[DOI]

Shaoxiong Ji

PhD thesis, 2023

Rethinking Large Language Models in Mental Health Applications.

[BibT_eX]

[DOI]

CoRR, 2023

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca.

[BibT_eX]

[DOI]

CoRR, 2023

Content Reduction, Surprisal and Information Density Estimation for Long Documents.

[BibT_eX]

[DOI]

Shaoxiong Ji

Wei Sun

Pekka Marttinen

CoRR, 2023

Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health.

[BibT_eX]

[DOI]

CoRR, 2023

On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis.

[BibT_eX]

[DOI]

CoRR, 2023

Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Towards Interpretable Mental Health Analysis with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

HPLT: High Performance Language Technologies.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning.

[BibT_eX]

[DOI]

Shaoxiong Ji

Pekka Marttinen

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Natural language processing applied to mental illness detection: a narrative review.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2022

Automated clinical coding: what, why, and where we are?

[BibT_eX]

[DOI]

npj Digit. Medicine, 2022

Suicidal ideation and mental disorder detection with attentive relation networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

BiERU: Bidirectional emotional recurrent unit for conversational sentiment analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Guest Editorial: Graph-powered machine learning in future-generation computing systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2022

Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2022

Cross-Modality Gated Attention Fusion for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Ming Jiang

Shaoxiong Ji

CoRR, 2022

Automated Clinical Coding: What, Why, and Where We Are?

[BibT_eX]

[DOI]

CoRR, 2022

A Unified Review of Deep Learning for Automated Medical Coding.

[BibT_eX]

[DOI]

CoRR, 2022

AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER.

[BibT_eX]

[DOI]

Aapo Pietiläinen

Shaoxiong Ji

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Contextualized Graph Embeddings for Adverse Drug Event Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing.

[BibT_eX]

[DOI]

Shaoxiong Ji

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Sequential fusion of facial appearance and dynamics for depression recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

Knowledge graph representation and reasoning.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Multi-task Balanced and Recalibrated Network for Medical Code Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Fine-tuning Pretrained Language Models with Label Attention for Explainable Biomedical Text Classification.

[BibT_eX]

[DOI]

Bruce Nguyen

Shaoxiong Ji

CoRR, 2021

Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Does the magic of BERT apply to medical code assignment? A quantitative study.

[BibT_eX]

[DOI]

Shaoxiong Ji

Matti Hölttä

Pekka Marttinen

Comput. Biol. Medicine, 2021

Multitask Recalibrated Aggregation Network for Medical Code Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Medical Code Assignment with Gated Convolution and Note-Code Interaction.

[BibT_eX]

[DOI]

Shaoxiong Ji

Shirui Pan

Pekka Marttinen

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Decentralized Knowledge Acquisition for Mobile Internet Applications.

[BibT_eX]

[DOI]

Jing Jiang

Shaoxiong Ji

Guodong Long

World Wide Web, 2020

Time series indexing by dynamic covering with cross-range constraints.

[BibT_eX]

[DOI]

VLDB J., 2020

Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text.

[BibT_eX]

[DOI]

Shaoxiong Ji

Erik Cambria

Pekka Marttinen

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

2019

Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Private Neural Language Modeling with Attentive Aggregation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Detecting Suicidal Ideation with Data Protection in Online Communities.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

2018

Supervised Learning for Suicidal Ideation Detection in Online User Content.

[BibT_eX]

[DOI]

Complex., 2018

Shaoxiong Ji

Timeline

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On csauthors.net:

Bibliography

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