Sophia Ananiadou

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 165

Top Venues

Publications

Zhiwei Liu, Kailai Yang, Tianlin Zhang, Qianqian Xie, Zeping Yu, Sophia Ananiadou
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. CoRR (2024)
Gang Hu, Ke Qin, Chenhan Yuan, Min Peng, Alejandro Lopez-Lira, Benyou Wang, Sophia Ananiadou, Wanlong Yu, Jimin Huang, Qianqian Xie
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks. CoRR (2024)
Zhiwei Liu, Kailai Yang, Qianqian Xie, Christine de Kock, Sophia Ananiadou, Eduard Hovy
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information. CoRR (2024)
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR (2024)
Kailai Yang, Tianlin Zhang, Sophia Ananiadou
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. 15 (2) (2024)
Chenhan Yuan, Qianqian Xie, Jimin Huang, Sophia Ananiadou
Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models. WWW (2024)
Xiao Zhang, Ruoyu Xiang, Chenhan Yuan, Duanyu Feng, Weiguang Han, Alejandro Lopez-Lira, Xiao-Yang Liu, Sophia Ananiadou, Min Peng, Jimin Huang, Qianqian Xie
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. CoRR (2024)
Zheheng Luo, Lei Liu, Sophia Ananiadou, Qianqian Xie
Graph Contrastive Topic Model. Expert Syst. Appl. 255 (2024)
Yining Hua, Fenglin Liu, Kailai Yang, Zehan Li, Yi-han Sheu, Peilin Zhou, Lauren V. Moran, Sophia Ananiadou, Andrew Beam
Large Language Models in Mental Health Care: a Scoping Review. CoRR (2024)
Jennifer Bishop, Sophia Ananiadou, Qianqian Xie
LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation. LREC/COLING (2024)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
Factual consistency evaluation of summarization in the Era of large language models. Expert Syst. Appl. 254 (2024)
Yogesh K. Dwivedi, Laurie Hughes, Harshad K. D. H. Bhadeshia, Sophia Ananiadou, Anthony G. Cohn, Jacqueline M. Cole, Gareth John Conduit, Maunendra Sankar Desarkar, Xinwei Wang
Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop. Int. J. Inf. Manag. 76 (2024)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models. CoRR (2024)
Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Jimin Huang, Sophia Ananiadou
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. WWW (2024)
Zhiwei Liu, Kailai Yang, Qianqian Xie, Tianlin Zhang, Sophia Ananiadou
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. KDD (2024)
Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Boyang Liu, Qianqian Xie, Sophia Ananiadou
SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content. SIGIR (2024)
Kailai Yang, Zhiwei Liu, Qianqian Xie, Tianlin Zhang, Nirui Song, Jimin Huang, Ziyan Kuang, Sophia Ananiadou
MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models. CoRR (2024)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
Factual Consistency Evaluation of Summarisation in the Era of Large Language Models. CoRR (2024)
Zeping Yu, Sophia Ananiadou
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning. CoRR (2024)
Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
Emotion detection for misinformation: A review. Inf. Fusion 107 (2024)
Zheheng Luo, Chenhan Yuan, Qianqian Xie, Sophia Ananiadou
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams. CoRR (2024)
Chenhan Yuan, Qianqian Xie, Sophia Ananiadou
Temporal relation extraction with contrastive prototypical sampling. Knowl. Based Syst. 286 (2024)
Xiao Zhang, Ruoyu Xiang, Chenhan Yuan, Duanyu Feng, Weiguang Han, Alejandro Lopez-Lira, Xiao-Yang Liu, Meikang Qiu, Sophia Ananiadou, Min Peng, Jimin Huang, Qianqian Xie
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. KDD (2024)
Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Raghav Jain, Sophia Ananiadou
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model. CoRR (2024)
Qianqian Xie, Prayag Tiwari, Sophia Ananiadou
Knowledge-Enhanced Graph Topic Transformer for Explainable Biomedical Text Summarization. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Ken Yano, Makoto Miwa, Sophia Ananiadou
DISTANT: Distantly Supervised Entity Span Detection and Classification. BioNLP@ACL (2023)
Zeping Yu, Kailai Yang, Zhiwei Liu, Sophia Ananiadou
Exploring the Residual Stream of Transformers. CoRR (2023)
Zheheng Luo, Lei Liu, Qianqian Xie, Sophia Ananiadou
Graph Contrastive Topic Model. CoRR (2023)
Chenhan Yuan, Qianqian Xie, Jimin Huang, Sophia Ananiadou
Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models. CoRR (2023)
Jake Vasilakes, Panagiotis Georgiadis, Nhung T. H. Nguyen, Makoto Miwa, Sophia Ananiadou
Contextualized medication event extraction with levitated markers. J. Biomed. Informatics 141 (2023)
Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
Emotion Detection for Misinformation: A Review. CoRR (2023)
Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
Emotion fusion for mental illness detection from social media: A survey. Inf. Fusion 92 (2023)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
ChatGPT as a Factual Inconsistency Evaluator for Abstractive Text Summarization. CoRR (2023)
Tianlin Zhang, Kailai Yang, Sophia Ananiadou
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media. BioNLP@ACL (2023)
Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CoRR (2023)
Annika Marie Schoene, Lana Bojanic, Minh-Quoc Nghiem, Isabelle M. Hunt, Sophia Ananiadou
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks. IEEE Trans. Affect. Comput. 14 (3) (2023)
Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CIKM (2023)
Jiarun Cao, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection. BioNLP@ACL (2023)
Nhung T. H. Nguyen, Makoto Miwa, Sophia Ananiadou
Span-based Named Entity Recognition by Generating and Compressing Information. CoRR (2023)
Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria, Jörg Tiedemann
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health. CoRR (2023)
Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. 14 (4) (2023)
Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization. CoRR (2023)
Boyang Liu, Viktor Schlegel, Paul Thompson, Riza Theresa Batista-Navarro, Sophia Ananiadou
Global information-aware argument mining based on a top-down multi-turn QA model. Inf. Process. Manag. 60 (5) (2023)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization. WWW (2023)
Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles. CoRR (2023)
Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. CoRR (2023)
Chenhan Yuan, Qianqian Xie, Sophia Ananiadou
Zero-shot Temporal Relation Extraction with ChatGPT. BioNLP@ACL (2023)
Chenhan Yuan, Qianqian Xie, Sophia Ananiadou
Zero-shot Temporal Relation Extraction with ChatGPT. CoRR (2023)
Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria
Rethinking Large Language Models in Mental Health Applications. CoRR (2023)
Boyang Liu, Viktor Schlegel, Riza Batista-Navarro, Sophia Ananiadou
Argument mining as a multi-hop generative machine reading comprehension task. EMNLP (Findings) (2023)
Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
Emotion fusion for mental illness detection from social media: A survey. CoRR (2023)
Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou
Towards Interpretable Mental Health Analysis with Large Language Models. EMNLP (2023)
Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
BioLaySumm 2023 Shared Task: Lay Summarisation of Biomedical Research Articles. BioNLP@ACL (2023)
Tianlin Zhang, Kailai Yang, Hassan Alhuzali, Boyang Liu, Sophia Ananiadou
PHQ-aware depressive symptoms identification with similarity contrastive learning on social media. Inf. Process. Manag. 60 (5) (2023)
Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou
On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis. CoRR (2023)
Hassan Alhuzali, Sophia Ananiadou
Improving Textual Emotion Recognition Based on Intra- and Inter-Class Variations. IEEE Trans. Affect. Comput. 14 (2) (2023)
Erxue Min, Sophia Ananiadou
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media. WASSA@ACL (2023)
Jennifer Bishop, Qianqian Xie, Sophia Ananiadou
LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation. CoRR (2023)
Nhung Nguyen, Makoto Miwa, Sophia Ananiadou
Span-based Named Entity Recognition by Generating and Compressing Information. EACL (2023)
Kailai Yang, Tianlin Zhang, Sophia Ananiadou
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. CoRR (2023)
Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Sophia Ananiadou
MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. CoRR (2023)
Qianqian Xie, Zheheng Luo, Benyou Wang, Sophia Ananiadou
A Survey on Biomedical Text Summarization with Pre-trained Language Model. CoRR (2023)
Qianqian Xie, Jennifer Bishop, Prayag Tiwari, Sophia Ananiadou
Pre-trained language models with domain knowledge for biomedical extractive summarization. Knowl. Based Syst. 252 (2022)
Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization. COLING (2022)
Emrah Inan, Paul Thompson, Fenia Christopoulou, Tim Yates, Sophia Ananiadou
Knowledge Graph Enrichment of a Semantic Search System for Construction Safety. IntelliSys (3) (2022)
Hai-Long Trieu, Makoto Miwa, Sophia Ananiadou
Named Entity Recognition for Cancer Immunology Research Using Distant Supervision. BioNLP@ACL (2022)
Erxue Min, Runfa Chen, Yatao Bian, Tingyang Xu, Kangfei Zhao, Wenbing Huang, Peilin Zhao, Junzhou Huang, Sophia Ananiadou, Yu Rong
Transformer for Graphs: An Overview from Architecture Perspective. CoRR (2022)
Erxue Min, Yu Rong, Tingyang Xu, Yatao Bian, Da Luo, Kangyi Lin, Junzhou Huang, Sophia Ananiadou, Peilin Zhao
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer. SIGIR (2022)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
Readability Controllable Biomedical Document Summarization. EMNLP (Findings) (2022)
Annika Marie Schoene, Nina Dethlefs, Sophia Ananiadou
RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification. LREC (2022)
Erxue Min, Yu Rong, Tingyang Xu, Yatao Bian, Peilin Zhao, Junzhou Huang, Da Luo, Kangyi Lin, Sophia Ananiadou
Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction. CoRR (2022)
Boyang Liu, Viktor Schlegel, Riza Batista-Navarro, Sophia Ananiadou
Incorporating Zoning Information into Argument Mining from Biomedical Literature. LREC (2022)
Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization. CoRR (2022)
Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou
Learning Disentangled Representations of Negation and Uncertainty. CoRR (2022)
Kailai Yang, Tianlin Zhang, Sophia Ananiadou
A mental state Knowledge-aware and Contrastive Network for early stress and depression detection on social media. Inf. Process. Manag. 59 (4) (2022)
Minh-Quoc Nghiem, Paul Baylis, André Freitas, Sophia Ananiadou
Text Classification and Prediction in the Legal Domain. LREC (2022)
Kurt J. P. Espinosa, Panagiotis Georgiadis, Fenia Christopoulou, Meizhi Ju, Makoto Miwa, Sophia Ananiadou
Comparing neural models for nested and overlapping biomedical event detection. BMC Bioinform. 23 (1) (2022)
Erxue Min, Yu Rong, Yatao Bian, Tingyang Xu, Peilin Zhao, Junzhou Huang, Sophia Ananiadou
Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media. WWW (2022)
Hai-Long Trieu, Makoto Miwa, Sophia Ananiadou
BioVAE: a pre-trained latent variable language model for biomedical text mining. Bioinform. 38 (3) (2022)
Tulika Saha, Sophia Ananiadou
Emotion-aware and Intent-controlled Empathetic Response Generation using Hierarchical Transformer Network. IJCNN (2022)
Jennifer Bishop, Qianqian Xie, Sophia Ananiadou
GenCompareSum: a hybrid unsupervised summarization method using salience. BioNLP@ACL (2022)
Tianlin Zhang, Annika Marie Schoene, Shaoxiong Ji, Sophia Ananiadou
Natural language processing applied to mental illness detection: a narrative review. npj Digit. Medicine 5 (2022)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
Readability Controllable Biomedical Document Summarization. CoRR (2022)
Maolin Li, Sophia Ananiadou
Neural architectures for aggregating sequence labels from multiple annotators. Neurocomputing 514 (2022)
Odbal, Guanhong Zhang, Sophia Ananiadou
Examining and mitigating gender bias in text emotion detection task. Neurocomputing 493 (2022)
Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou
Learning Disentangled Representations of Negation and Uncertainty. ACL (1) (2022)
Jiarun Cao, Sophia Ananiadou
GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction. EMNLP (Findings) (2021)
Thy Thy Tran, Phong Le, Sophia Ananiadou
One-shot to Weakly-Supervised Relation Classification using Language Models. AKBC (2021)
Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors. CoRR (2021)
Emrah Inan, Paul Thompson, Tim Yates, Sophia Ananiadou
HSEarch: semantic search system for workplace accident reports. CoRR (2021)
Hassan Alhuzali, Tianlin Zhang, Sophia Ananiadou
Predicting Sign of Depression via Using Frozen Pre-trained Models and Random Forest Classifier. CLEF (Working Notes) (2021)
Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. CBMS (2021)
Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. CoRR (2021)
Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors. NAACL-HLT (2021)
Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou
The Role of Text Simplification Operations in Evaluation. CTTS@SEPLN (2021)
Minh-Quoc Nghiem, Paul Baylis, Sophia Ananiadou
Paladin: an annotation tool based on active and proactive learning. EACL (System Demonstrations) (2021)
Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou
Investigating Text Simplification Evaluation. ACL/IJCNLP (Findings) (2021)
Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou
Investigating Text Simplification Evaluation. CoRR (2021)
Emrah Inan, Paul Thompson, Tim Yates, Sophia Ananiadou
HSEarch: Semantic Search System for Workplace Accident Reports. ECIR (2) (2021)

Sophia Ananiadou.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sophia Ananiadou