Fangyu Liu - RankMe

89 papers A* 10A 3B 2Journal 48Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation. ICLR Fredrik Carlsson, Fangyu Liu, Daniel Ward, Murathan Kurfali, Joakim Nivre
2024	—	`conf`	Faithful Chart Summarization with ChaTS-Pi. ACL (1) Syrine Krichene, Francesco Piccinno, Fangyu Liu, Julian Eisenschlos
2024	J	`jnl`	Faithful Chart Summarization with ChaTS-Pi. CoRR Syrine Krichene, Francesco Piccinno, Fangyu Liu, Julian Martin Eisenschlos
2024	A*	`conf`	LUQ: Long-text Uncertainty Quantification for LLMs. EMNLP Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier
2024	J	`jnl`	LUQ: Long-text Uncertainty Quantification for LLMs. CoRR Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier
2024	—	`conf`	On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
2024	J	`jnl`	PaliGemma: A versatile 3B VLM for transfer. CoRR Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai
2024	—	`conf`	Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
2024	J	`jnl`	The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation. CoRR Fredrik Carlsson, Fangyu Liu, Daniel Ward, Murathan Kurfali, Joakim Nivre
2023	J	`jnl`	Compositional Zero-Shot Domain Transfer with Text-to-Text Models. CoRR Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya V. Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie L. Hyland
2023	J	`jnl`	Compositional Zero-Shot Domain Transfer with Text-to-Text Models. Trans. Assoc. Comput. Linguistics Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya V. Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie L. Hyland
2023	—	`conf`	DePlot: One-shot visual language reasoning by plot-to-table translation. ACL (Findings) Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2023	—	`conf`	MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. ACL (1) Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
2023	B	`conf`	On Reality and the Limits of Language Data: Aligning LLMs with Human Norms. CogSci Nigel Collier, Fangyu Liu, Ehsan Shareghi
2023	—	`conf`	POSQA: Probe the World Models of LLMs with Size Comparisons. EMNLP (Findings) Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2023	J	`jnl`	POSQA: Probe the World Models of LLMs with Size Comparisons. CoRR Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2023	A*	`conf`	Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. ICML Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2023	A	`conf`	Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2023	J	`jnl`	Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu
2023	J	`jnl`	Visual Spatial Reasoning. Trans. Assoc. Comput. Linguistics Fangyu Liu, Guy Emerson, Nigel Collier
2023	A	`conf`	WinoDict: Probing language models for in-context word acquisition. EACL Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen
2022	J	`jnl`	DePlot: One-shot visual language reasoning by plot-to-table translation. CoRR Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2022	—	`conf`	Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. AACL/IJCNLP (2) Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
2022	J	`jnl`	Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. CoRR Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
2022	J	`jnl`	Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2022	—	`conf`	Fine-Grained Controllable Text Generation Using Non-Residual Prompting. ACL (1) Fredrik Carlsson, Joey Öhman, Fangyu Liu, Severine Verlinden, Joakim Nivre, Magnus Sahlgren
2022	—	`conf`	How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. AACL/IJCNLP (2) Aleksander Ficek, Fangyu Liu, Nigel Collier
2022	J	`jnl`	How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. CoRR Aleksander Ficek, Fangyu Liu, Nigel Collier
2022	A*	`conf`	IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
2022	J	`jnl`	IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
2022	—	`conf`	Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
2022	J	`jnl`	Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
2022	—	`conf`	Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Improving Word Translation via Two-Stage Contrastive Learning. CoRR Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Language Models Can See: Plugging Visual Controls in Text Generation. CoRR Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier
2022	J	`jnl`	MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. CoRR Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel H. Collier, Julian Martin Eisenschlos
2022	A*	`conf`	Modality-Balanced Embedding for Video Retrieval. SIGIR Xun Wang, Bingqing Ke, Xuanping Li, Fangyu Liu, Mingyu Zhang, Xiao Liang, Qiushi Xiao
2022	J	`jnl`	Modality-Balanced Embedding for Video Retrieval. CoRR Xun Wang, Bingqing Ke, Xuanping Li, Fangyu Liu, Mingyu Zhang, Xiao Liang, Qiushi Xiao, Yue Yu
2022	J	`jnl`	On Reality and the Limits of Language Data. CoRR Nigel H. Collier, Fangyu Liu, Ehsan Shareghi
2022	J	`jnl`	On-the-fly Denoising for Data Augmentation in Natural Language Understanding. CoRR Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
2022	J	`jnl`	Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. CoRR Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2022	—	`conf`	Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2022	J	`jnl`	Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
2022	A*	`conf`	Revisiting Parameter-Efficient Tuning: Are We Really There Yet? EMNLP Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, Shangsong Liang
2022	J	`jnl`	Revisiting Parameter-Efficient Tuning: Are We Really There Yet? CoRR Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, Shangsong Liang
2022	—	`conf`	Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. ACL (1) Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2022	—	`conf`	Sharpness-Aware Minimization with Dynamic Reweighting. EMNLP (Findings) Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen
2022	—	`conf`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
2022	A*	`conf`	Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations. ICLR Fangyu Liu, Yunlong Jiao, Jordan Massiah, Emine Yilmaz, Serhii Havrylov
2022	J	`jnl`	Visual Spatial Reasoning. CoRR Fangyu Liu, Guy Emerson, Nigel Collier
2022	J	`jnl`	WinoDict: Probing language models for in-context word acquisition. CoRR Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen
2021	—	`conf`	Contrastive Out-of-Distribution Detection for Pretrained Transformers. EMNLP (1) Wenxuan Zhou, Fangyu Liu, Muhao Chen
2021	A	`conf`	DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation. WACV Jia-Hong Huang, Chao-Han Huck Yang, Fangyu Liu, Meng Tian, Yi-Chieh Liu, Ting-Wei Wu, I-Hung Lin, Kang Wang, Hiromasa Morikawa, Hernghua Chang, Jesper Tegnér, Marcel Worring
2021	J	`jnl`	Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Integrating Transformers and Knowledge Graphs for Twitter Stance Detection. W-NUT Thomas Hikaru Clark, Costanza Conforti, Fangyu Liu, Zaiqiao Meng, Ehsan Shareghi, Nigel Collier
2021	—	`conf`	Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	J	`jnl`	Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	B	`conf`	MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021	—	`conf`	Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. EMNLP (1) Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
2021	J	`jnl`	Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. CoRR Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
2021	J	`jnl`	Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2021	J	`jnl`	Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. CoRR Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2021	—	`conf`	Self-Alignment Pretraining for Biomedical Entity Representations. NAACL-HLT Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
2021	J	`jnl`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier
2021	J	`jnl`	Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations. CoRR Fangyu Liu, Yunlong Jiao, Jordan Massiah, Emine Yilmaz, Serhii Havrylov
2021	A*	`conf`	Visual Pivoting for (Unsupervised) Entity Alignment. AAAI Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
2021	—	`conf`	Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2021	J	`jnl`	Visually Grounded Reasoning across Languages and Cultures. CoRR Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2020	—	`conf`	COMETA: A Corpus for Medical Entity Linking in the Social Media. EMNLP (1) Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2020	J	`jnl`	COMETA: A Corpus for Medical Entity Linking in the Social Media. CoRR Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2020	J	`jnl`	DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation. CoRR Jia-Hong Huang, Chao-Han Huck Yang, Fangyu Liu, Meng Tian, Yi-Chieh Liu, Ting-Wei Wu, I-Hung Lin, Kang Wang, Hiromasa Morikawa, Hernghua Chang, Jesper Tegnér, Marcel Worring
2020	A*	`conf`	HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs. AAAI Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li
2020	J	`jnl`	Self-alignment Pre-training for Biomedical Entity Representations. CoRR Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
2020	J	`jnl`	Upgrading the Newsroom: An Automated Image Selection System for News Articles. CoRR Fangyu Liu, Rémi Lebret, Didier Orel, Philippe Sordet, Karl Aberer
2020	J	`jnl`	Upgrading the Newsroom: An Automated Image Selection System for News Articles. ACM Trans. Multim. Comput. Commun. Appl. Fangyu Liu, Rémi Lebret, Didier Orel, Philippe Sordet, Karl Aberer
2020	J	`jnl`	Visual Pivoting for (Unsupervised) Entity Alignment. CoRR Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
2019	—	`conf`	3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks. Canadian AI Rongtian Ye, Fangyu Liu, Liqiang Zhang
2019	—	`conf`	A Strong and Robust Baseline for Text-Image Matching. ACL (2) Fangyu Liu, Rongtian Ye
2019	J	`jnl`	A Strong and Robust Baseline for Text-Image Matching. CoRR Fangyu Liu, Rongtian Ye
2019	J	`jnl`	HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs. CoRR Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li
2018	J	`jnl`	3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks. CoRR Rongtian Ye, Fangyu Liu, Liqiang Zhang
2018	J	`jnl`	A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases. CoRR Chao-Han Huck Yang, Jia-Hong Huang, Fangyu Liu, Fang-Yi Chiu, Mengya Gao, Weifeng Lyu, I-Hung Lin, Jesper Tegnér
2018	J	`jnl`	Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model. CoRR Chao-Han Huck Yang, Fangyu Liu, Jia-Hong Huang, Meng Tian, Yi-Chieh Liu, I-Hung Lin, Jesper Tegnér
2018	—	`conf`	Auto-classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model. ACCV Workshops Chao-Han Huck Yang, Fangyu Liu, Jia-Hong Huang, Meng Tian, I-Hung Lin, Yi-Chieh Liu, Hiromasa Morikawa, Hao-Hsiang Yang, Jesper Tegnér
2018	J	`jnl`	Joint Discriminative Dictionary and Classifier Learning for ALS Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. Zhenxin Zhang, Liqiang Zhang, Yumin Tan, Liang Zhang, Fangyu Liu, Ruofei Zhong
2017	A*	`conf`	3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds. ICCV Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu
2017	J	`jnl`	3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds. CoRR Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu