Shaoxiong Ji - RankMe

90 papers A* 3A 2B 3C 1Journal 65Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity Understanding. CoRR Dilara Torunoglu-Selamet, Dogukan Arslan, Rodrigo Wilkens, Wei He, Gülsen Eryigit, Thomas Pickard, Adriana S. Pagano, Aline Villavicencio, Ágnes Abuczki, Aida Cardoso, Alesia Lazarenka, Dina Almassova, Amalia Mendes, Anna Kanellopoulou, Antoni Brosa-Rodríguez, Baiba Saulite, Beata Wojtowicz, Bolette Pedersen, Carlos Manuel Hidalgo-Ternero, Chaya Liebeskind, Danka Jokic, Diego Alves, Eleni Triantafyllidi, Erik Velldal, Fred Philippy, Giedre Valunaite Oleskeviciene, Ieva Rizgeliene, Inguna Skadina, Irina Lobzhanidze, Isabell Stinessen Haugen, Jauza Akbar Krito, Jelena M. Markovic, Johanna Monti, Josue Alejandro Sauca, Kaja Dobrovoljc, Kingsley O. Ugwuanyi, Laura Rituma, Lilja Øvrelid, Maha Tufail Agro, Manzura Abjalova, Maria Chatzigrigoriou, María Del Mar Sánchez Ramos, Marija Pendevska, Masoumeh Seyyedrezaei, Mehrnoush Shamsfard, Momina Ahsan, Muhammad Ahsan Riaz Khan, Nathalie Carmen Hau Norman, Nilay Erdem Ayyildiz, Nina Hosseini-Kivanani, Noémi Ligeti-Nagy, Numaan Naeem, Olha Kanishcheva, Olha Yatsyshyna, Daniil Orel, Petra Giommarelli, Petya Osenova, Radovan Garabík, Regina E. Semou, Rozane Rebechi, Salsabila Zahirah Pranida, Samia Touileb, Sanni Nimb, Sarfraz Ahmad, Sarvinoz Nematkhonova, Shahar Golan, Shaoxiong Ji, Sopuruchi Christian Aboh, Srdjan Sucur, Stella Markantonatou, Sussi Olsen, Vahide Tajalli, Veronika Lipp, Voula Giouli, Yelda Yesildal Eraydin, Zahra Saaberi, Zhuohan Xie
2026	J	`jnl`	Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning. ACM Trans. Inf. Syst. Shuo Yu, Yingbo Wang, Ruolin Li, Guchun Liu, Yanming Shen, Shaoxiong Ji, Bowen Li, Fengling Han, Xiuzhen Zhang, Feng Xia
2026	—	`conf`	Test-Time Scaling of Reasoning Models for Machine Translation. EACL (Volume 1: Long Papers) Zihao Li, Shaoxiong Ji, Jörg Tiedemann
2026	J	`jnl`	XCR-Bench: A Multi-Task Benchmark for Evaluating Cultural Reasoning in LLMs. CoRR Mohsinul Kabir, Tasnim Ahmed, Md Mezbaur Rahman, Shaoxiong Ji, Hassan Alhuzali, Sophia Ananiadou
2025	—	`conf`	GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models. EMNLP (System Demonstrations) Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Xu Huang, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Raúl Vázquez, Mengjie Wang, Samea Yusofi, Fei Yuan, Jörg Tiedemann
2025	J	`jnl`	GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models. CoRR Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Raúl Vázquez, Mengjie Wang, Samea Yusofi, Jörg Tiedemann
2025	J	`jnl`	Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning. CoRR Shuo Yu, Yingbo Wang, Ruolin Li, Guchun Liu, Yanming Shen, Shaoxiong Ji, Bowen Li, Fengling Han, Xiuzhen Zhang, Feng Xia
2025	B	`conf`	How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM. COLING Shaoxiong Ji, Pinzhen Chen
2025	J	`jnl`	Massively Multilingual Adaptation of Large Language Models Using Bilingual Translation Data. CoRR Shaoxiong Ji, Zihao Li, Jaakko Paavola, Indraneil Paul, Hengyu Luo, Jörg Tiedemann
2025	J	`jnl`	Rethinking Multilingual Continual Pretraining: Data Mixing for Adapting LLMs Across Languages and Resources. CoRR Zihao Li, Shaoxiong Ji, Hengyu Luo, Jörg Tiedemann
2025	J	`jnl`	Roleplaying with Structure: Synthetic Therapist-Client Conversation Generation from Questionnaires. CoRR Doan Nam Long Vu, Rui Tan, Lena Moench, Svenja Jule Francke, Daniel Woiwod, Florian Thomas-Odenthal, Sanna Stroth, Tilo Kircher, Christiane Hermann, Udo Dannlowski, Hamidreza Jamalabadi, Shaoxiong Ji
2025	J	`jnl`	SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes. CoRR Raúl Vázquez, Timothee Mickus, Elaine Zosa, Teemu Vahtola, Jörg Tiedemann, Aman Sinha, Vincent Segonne, Fernando Sánchez-Vega, Alessandro Raganato, Jindrich Libovický, Jussi Karlgren, Shaoxiong Ji, Jindrich Helcl, Liane Guillou, Ona de Gibert, Jaione Bengoetxea, Joseph Attieh, Marianna Apidianaki
2025	J	`jnl`	Test-Time Scaling of Reasoning Models for Machine Translation. CoRR Zihao Li, Shaoxiong Ji, Jörg Tiedemann
2025	J	`jnl`	You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations. CoRR Hongbin Na, Zimu Wang, Zhaoming Chen, Peilin Zhou, Yining Hua, Grace Ziqi Zhou, Haiyang Zhang, Tao Shen, Wei Wang, John B. Torous, Shaoxiong Ji, Ling Chen
2024	A*	`conf`	A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives. EMNLP Zihao Li, Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2024	—	`conf`	A New Massive Multilingual Dataset for High-Performance Language Technologies. LREC/COLING Ona de Gibert, Graeme Nail, Nikolay Arefyev, Marta Bañón, Jelmer van der Linde, Shaoxiong Ji, Jaume Zaragoza-Bernabeu, Mikko Aulamo, Gema Ramírez-Sánchez, Andrey Kutuzov, Sampo Pyysalo, Stephan Oepen, Jörg Tiedemann
2024	J	`jnl`	A New Massive Multilingual Dataset for High-Performance Language Technologies. CoRR Ona de Gibert, Graeme Nail, Nikolay Arefyev, Marta Bañón, Jelmer van der Linde, Shaoxiong Ji, Jaume Zaragoza-Bernabeu, Mikko Aulamo, Gema Ramírez-Sánchez, Andrey Kutuzov, Sampo Pyysalo, Stephan Oepen, Jörg Tiedemann
2024	J	`jnl`	A Unified Review of Deep Learning for Automated Medical Coding. ACM Comput. Surv. Shaoxiong Ji, Xiaobo Li, Wei Sun, Hang Dong, Ara Taalas, Yijia Zhang, Honghan Wu, Esa Pitkänen, Pekka Marttinen
2024	—	`conf`	Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? LREC/COLING Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2024	J	`jnl`	Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? CoRR Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2024	J	`jnl`	EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models. CoRR Shaoxiong Ji, Zihao Li, Indraneil Paul, Jaakko Paavola, Peiqin Lin, Pinzhen Chen, Dayyán O'Brien, Hengyu Luo, Hinrich Schütze, Jörg Tiedemann, Barry Haddow
2024	J	`jnl`	Emerging trends in federated learning: from model fusion to federated X learning. Int. J. Mach. Learn. Cybern. Shaoxiong Ji, Yue Tan, Teemu Saravirta, Zhiqin Yang, Yixin Liu, Lauri Vasankari, Shirui Pan, Guodong Long, Anwar Walid
2024	—	`conf`	Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection. LREC/COLING Ya Gao, Shaoxiong Ji, Pekka Marttinen
2024	J	`jnl`	Lucky 52: How Many Languages Are Needed to Instruction Fine-Tune Large Language Models? CoRR Shaoxiong Ji, Pinzhen Chen
2024	—	`conf`	MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. EACL (Demonstrations) Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona De Gibert Bonet, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
2024	J	`jnl`	MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. CoRR Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
2024	J	`jnl`	MaLA-500: Massive Language Adaptation of Large Language Models. CoRR Peiqin Lin, Shaoxiong Ji, Jörg Tiedemann, André F. T. Martins, Hinrich Schütze
2024	—	`conf`	Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca. EACL (Findings) Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Andrey Kutuzov, Barry Haddow, Kenneth Heafield
2024	A*	`conf`	SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content. SIGIR Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Boyang Liu, Qianqian Xie, Sophia Ananiadou
2024	J	`jnl`	TransFOL: A Logical Query Model for Complex Relational Reasoning in Drug-Drug Interaction. IEEE J. Biomed. Health Informatics Junkai Cheng, Yi-Jia Zhang, Hengyi Zhang, Shaoxiong Ji, Mingyu Lu
2024	J	`jnl`	Two Stacks Are Better Than One: A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives. CoRR Zihao Li, Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2023	A	`conf`	A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CIKM Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CoRR Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	Content Reduction, Surprisal and Information Density Estimation for Long Documents. CoRR Shaoxiong Ji, Wei Sun, Pekka Marttinen
2023	J	`jnl`	Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health. CoRR Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria, Jörg Tiedemann
2023	J	`jnl`	Emotion fusion for mental illness detection from social media: A survey. CoRR Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	Emotion fusion for mental illness detection from social media: A survey. Inf. Fusion Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	Ensemble Hybrid Learning Methods for Automated Depression Detection. IEEE Trans. Comput. Soc. Syst. Luna Ansari, Shaoxiong Ji, Qian Chen, Erik Cambria
2023	C	`conf`	HPLT: High Performance Language Technologies. EAMT Mikko Aulamo, Nikolay Bogoychev, Shaoxiong Ji, Graeme Nail, Gema Ramírez-Sánchez, Jörg Tiedemann, Jelmer van der Linde, Jaume Zaragoza
2023	J	`jnl`	Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection. CoRR Shaoxiong Ji, Ya Gao, Pekka Marttinen
2023	J	`jnl`	Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca. CoRR Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Barry Haddow, Kenneth Heafield
2023	J	`jnl`	Multitask Balanced and Recalibrated Network for Medical Code Prediction. ACM Trans. Intell. Syst. Technol. Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen
2023	—	`—`	Natural Language Processing for Healthcare: Text Representation, Multitask Learning, and Applications. Shaoxiong Ji
2023	J	`jnl`	On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis. CoRR Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou
2023	A	`conf`	Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning. EACL Shaoxiong Ji, Pekka Marttinen
2023	J	`jnl`	Rethinking Large Language Models in Mental Health Applications. CoRR Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria
2023	A*	`conf`	Towards Interpretable Mental Health Analysis with Large Language Models. EMNLP Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou
2023	—	`conf`	Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition. ECML/PKDD (6) Wei Sun, Shaoxiong Ji, Tuulia Denti, Hans Moen, Oleg Kerro, Antti Rannikko, Pekka Marttinen, Miika Koskinen
2022	J	`jnl`	A Survey on Knowledge Graphs: Representation, Acquisition, and Applications. IEEE Trans. Neural Networks Learn. Syst. Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu
2022	J	`jnl`	A Unified Review of Deep Learning for Automated Medical Coding. CoRR Shaoxiong Ji, Wei Sun, Hang Dong, Honghan Wu, Pekka Marttinen
2022	—	`conf`	AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER. SemEval@NAACL Aapo Pietiläinen, Shaoxiong Ji
2022	J	`jnl`	Automated Clinical Coding: What, Why, and Where We Are? CoRR Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu
2022	J	`jnl`	Automated clinical coding: what, why, and where we are? npj Digit. Medicine Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Joshua Matterson, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu
2022	J	`jnl`	BiERU: Bidirectional emotional recurrent unit for conversational sentiment analysis. Neurocomputing Wei Li, Wei Shao, Shaoxiong Ji, Erik Cambria
2022	—	`conf`	Contextualized Graph Embeddings for Adverse Drug Event Detection. ECML/PKDD (2) Ya Gao, Shaoxiong Ji, Tongxuan Zhang, Prayag Tiwari, Pekka Marttinen
2022	J	`jnl`	Cross-Modality Gated Attention Fusion for Multimodal Sentiment Analysis. CoRR Ming Jiang, Shaoxiong Ji
2022	J	`jnl`	Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning. IEEE Intell. Syst. Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li
2022	J	`jnl`	Guest Editorial: Graph-powered machine learning in future-generation computing systems. Future Gener. Comput. Syst. Shirui Pan, Shaoxiong Ji, Di Jin, Feng Xia, Philip S. Yu
2022	B	`conf`	MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare. LREC Shaoxiong Ji, Tianlin Zhang, Luna Ansari, Jie Fu, Prayag Tiwari, Erik Cambria
2022	J	`jnl`	Natural language processing applied to mental illness detection: a narrative review. npj Digit. Medicine Tianlin Zhang, Annika Marie Schoene, Shaoxiong Ji, Sophia Ananiadou
2022	J	`jnl`	Suicidal ideation and mental disorder detection with attentive relation networks. Neural Comput. Appl. Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria
2022	—	`conf`	Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing. EMNLP (Findings) Shaoxiong Ji
2021	J	`jnl`	Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study. CoRR Shaoxiong Ji, Matti Hölttä, Pekka Marttinen
2021	J	`jnl`	Does the magic of BERT apply to medical code assignment? A quantitative study. Comput. Biol. Medicine Shaoxiong Ji, Matti Hölttä, Pekka Marttinen
2021	J	`jnl`	Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning. CoRR Shaoxiong Ji, Teemu Saravirta, Shirui Pan, Guodong Long, Anwar Walid
2021	J	`jnl`	Fine-tuning Pretrained Language Models with Label Attention for Explainable Biomedical Text Classification. CoRR Bruce Nguyen, Shaoxiong Ji
2021	J	`jnl`	Knowledge graph representation and reasoning. Neurocomputing Erik Cambria, Shaoxiong Ji, Shirui Pan, Philip S. Yu
2021	—	`conf`	Medical Code Assignment with Gated Convolution and Note-Code Interaction. ACL/IJCNLP (Findings) Shaoxiong Ji, Shirui Pan, Pekka Marttinen
2021	J	`jnl`	MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare. CoRR Shaoxiong Ji, Tianlin Zhang, Luna Ansari, Jie Fu, Prayag Tiwari, Erik Cambria
2021	J	`jnl`	Multi-task Balanced and Recalibrated Network for Medical Code Prediction. CoRR Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen
2021	—	`conf`	Multitask Recalibrated Aggregation Network for Medical Code Prediction. ECML/PKDD (4) Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen
2021	J	`jnl`	Multitask Recalibrated Aggregation Network for Medical Code Prediction. CoRR Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen
2021	J	`jnl`	Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning. CoRR Shaoxiong Ji, Pekka Marttinen
2021	J	`jnl`	Sequential fusion of facial appearance and dynamics for depression recognition. Pattern Recognit. Lett. Qian Chen, Iti Chaturvedi, Shaoxiong Ji, Erik Cambria
2021	J	`jnl`	Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. IEEE Trans. Comput. Soc. Syst. Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang
2020	J	`jnl`	A Survey on Knowledge Graphs: Representation, Acquisition and Applications. CoRR Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu
2020	J	`jnl`	BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis. CoRR Wei Li, Wei Shao, Shaoxiong Ji, Erik Cambria
2020	J	`jnl`	Decentralized Knowledge Acquisition for Mobile Internet Applications. World Wide Web Jing Jiang, Shaoxiong Ji, Guodong Long
2020	—	`conf`	Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text. ClinicalNLP@EMNLP Shaoxiong Ji, Erik Cambria, Pekka Marttinen
2020	J	`jnl`	Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text. CoRR Shaoxiong Ji, Erik Cambria, Pekka Marttinen
2020	J	`jnl`	Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning. CoRR Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li
2020	J	`jnl`	Medical Code Assignment with Gated Convolution and Note-Code Interaction. CoRR Shaoxiong Ji, Shirui Pan, Pekka Marttinen
2020	J	`jnl`	Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks. CoRR Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria
2020	J	`jnl`	Time series indexing by dynamic covering with cross-range constraints. VLDB J. Tao Sun, Hongbo Liu, Seán F. McLoone, Shaoxiong Ji, Xindong Wu
2019	J	`jnl`	Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care. CoRR Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang, Xue Li
2019	—	`conf`	Detecting Suicidal Ideation with Data Protection in Online Communities. DASFAA (3) Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang
2019	B	`conf`	Learning Private Neural Language Modeling with Attentive Aggregation. IJCNN Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang
2019	J	`jnl`	Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. CoRR Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang
2018	J	`jnl`	Learning Private Neural Language Modeling with Attentive Aggregation. CoRR Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang
2018	J	`jnl`	Supervised Learning for Suicidal Ideation Detection in Online User Content. Complex. Shaoxiong Ji, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Guodong Long