Fangyu Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
45
Venues
18
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
45 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation. | Fredrik Carlsson, Fangyu Liu, Daniel Ward, Murathan Kurfali, Joakim Nivre |
| 2024 | ACL | Faithful Chart Summarization with ChaTS-Pi. | Syrine Krichene, Francesco Piccinno, Fangyu Liu, Julian Eisenschlos |
| 2024 | COLING | Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. | Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen |
| 2024 | EACL | On-the-fly Denoising for Data Augmentation in Natural Language Understanding. | Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen |
| 2024 | EMNLP | Plot Twist: Multimodal Models Don't Comprehend Simple Chart Details. | Yasaman Razeghi, Ishita Dasgupta, Fangyu Liu, Vinay Ramasesh, Sameer Singh |
| 2024 | EMNLP | LUQ: Long-text Uncertainty Quantification for LLMs. | Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier |
| 2024 | NAACL | Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs. | Victor Carbune, Hassan Mansoor, Fangyu Liu, Rahul Aralikatte, Gilles Baechler, Jindong Chen, Abhanshu Sharma |
| 2023 | ACL | DePlot: One-shot visual language reasoning by plot-to-table translation. | Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun |
| 2023 | ACL | MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. | Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos |
| 2023 | CogSci | On Reality and the Limits of Language Data: Aligning LLMs with Human Norms. | Nigel Collier, Fangyu Liu, Ehsan Shareghi |
| 2023 | EACL | WinoDict: Probing language models for in-context word acquisition. | Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen |
| 2023 | EACL | Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. | Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen |
| 2023 | EMNLP | POSQA: Probe the World Models of LLMs with Size Comparisons. | Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier |
| 2023 | GLOBECOM | CE-ViT: A Robust Channel Estimator Based on Vision Transformer for OFDM Systems. | Fangyu Liu, Jing Zhang, Peiwen Jiang, Chao-Kai Wen, Shi Jin |
| 2023 | ICIP | Fat: Field-Aware Transformer for 3D Point Cloud Semantic Segmentation. | Junjie Zhou, Yongping Xiong, Chinwai Chiu, Fangyu Liu, Xiangyang Gong |
| 2023 | ICML | Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. | Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova |
| 2022 | ACL | Fine-Grained Controllable Text Generation Using Non-Residual Prompting. | Fredrik Carlsson, Joey hman, Fangyu Liu, Severine Verlinden, Joakim Nivre, Magnus Sahlgren |
| 2022 | ACL | Improving Word Translation via Two-Stage Contrastive Learning. | Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic |
| 2022 | ACL | Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. | Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier |
| 2022 | ACL | Prix-LM: Pretraining for Multilingual Knowledge Base Construction. | Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen |
| 2022 | EMNLP | TweetNLP: Cutting-Edge Natural Language Processing for Social Media. | Jos Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa Anke, Fangyu Liu, Eugenio Martnez Cmara |
| 2022 | EMNLP | Revisiting Parameter-Efficient Tuning: Are We Really There Yet? | Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, Shangsong Liang |
| 2022 | EMNLP | Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. | Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen |
| 2022 | EMNLP | Sharpness-Aware Minimization with Dynamic Reweighting. | Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen |
| 2022 | ICLR | Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations. | Fangyu Liu, Yunlong Jiao, Jordan Massiah, Emine Yilmaz, Serhii Havrylov |
| 2022 | ICML | IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. | Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic |
| 2022 | IJCNLP | How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. | Aleksander Ficek, Fangyu Liu, Nigel Collier |
| 2022 | IJCNLP | Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. | Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier |
| 2022 | NAACL | TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. | Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier |
| 2022 | SIGIR | Modality-Balanced Embedding for Video Retrieval. | Xun Wang, Bingqing Ke, Xuanping Li, Fangyu Liu, Mingyu Zhang, Xiao Liang, Qiushi Xiao |
| 2021 | AAAI | Visual Pivoting for (Unsupervised) Entity Alignment. | Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier |
| 2021 | ACL | Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. | Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier |
| 2021 | CoNLL | MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. | Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic |
| 2021 | EMNLP | Visually Grounded Reasoning across Languages and Cultures. | Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott |
| 2021 | EMNLP | Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. | Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier |
| 2021 | EMNLP | Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. | Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier |
| 2021 | EMNLP | Contrastive Out-of-Distribution Detection for Pretrained Transformers. | Wenxuan Zhou, Fangyu Liu, Muhao Chen |
| 2021 | NAACL | Self-Alignment Pretraining for Biomedical Entity Representations. | Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier |
| 2021 | WACV | DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation. | 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 Tegnr, Marcel Worring |
| 2020 | AAAI | HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs. | Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li |
| 2020 | EMNLP | COMETA: A Corpus for Medical Entity Linking in the Social Media. | Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier |
| 2019 | ACL | A Strong and Robust Baseline for Text-Image Matching. | Fangyu Liu, Rongtian Ye |
| 2019 | AI | 3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks. | Rongtian Ye, Fangyu Liu, Liqiang Zhang |
| 2018 | ACCV | Auto-classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model. | Chao-Han Huck Yang, Fangyu Liu, Jia-Hong Huang, Meng Tian, I-Hung Lin, Yi-Chieh Liu, Hiromasa Morikawa, Hao-Hsiang Yang, Jesper Tegnr |
| 2017 | ICCV | 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds. | Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu |