Fangyu Liu
45 papers · 2017–2025 · 14 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (14) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(78)
π
Grand Slam
π€
Dynamic Duo
(24)
π
Keyword Champion
(2)
π§¬
Topic Evolution
β‘
Prolific Year
(7)
π
Century Club
(45)
π
Trend Setter
ποΈ
Keyword Collector
(201)
π₯
Unstoppable
(7)
β
The Questioner
(5)
Conferences
EMNLP (14)
ACL (9)
EACL (3)
IJCNLP (3)
NAACL (3)
AAAI (2)
AACL (2)
ICLR (2)
ICML (2)
COLING (1)
CONLL (1)
ICCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(7)
large language model
(6)
transfer learning
(6)
representation learning
(6)
named entity recognition
(5)
multimodal learning
(5)
pretrained language model
(4)
self-supervised learning
(4)
knowledge graph
(4)
zero-shot learning
(3)
chart understanding
(3)
cross-lingual transfer
(3)
bilingual lexicon induction
(3)
masked language model
(2)
cross-modal retrieval
(2)
cross-lingual embedding
(2)
weak supervision
(2)
entity linking
(2)
few-shot learning
(2)
visual question answering
(2)
Papers
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
ICLR 2025
Plot Twist: Multimodal Models Donβt Comprehend Simple Chart Details
EMNLP 2024
Faithful Chart Summarization with ChaTS-Pi
ACL 2024
On-the-fly Denoising for Data Augmentation in Natural Language Understanding
EACL 2024
LUQ: Long-text Uncertainty Quantification for LLMs
EMNLP 2024
Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs
NAACL 2024
ReMI: A Dataset for Reasoning with Multiple Images
NIPS 2024
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems
COLING 2024
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
ICML 2023
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders
EACL 2023
WinoDict: Probing language models for in-context word acquisition
EACL 2023
DePlot: One-shot visual language reasoning by plot-to-table translation
ACL 2023
POSQA: Probe the World Models of LLMs with Size Comparisons
EMNLP 2023
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
ACL 2023
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
ICLR 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour
AACL 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER
AACL 2022
Improving Word Translation via Two-Stage Contrastive Learning
ACL 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
ACL 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction
ACL 2022
Fine-Grained Controllable Text Generation Using Non-Residual Prompting
ACL 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
EMNLP 2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media
EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking
EMNLP 2022
Sharpness-Aware Minimization with Dynamic Reweighting
EMNLP 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
ICML 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour
IJCNLP 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER
IJCNLP 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
NAACL 2022
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
WACV 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers
EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
EMNLP 2021
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection
EMNLP 2021
Visual Pivoting for (Unsupervised) Entity Alignment
AAAI 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
IJCNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
CONLL 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
ACL 2021
Self-Alignment Pretraining for Biomedical Entity Representations
NAACL 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
EMNLP 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
EMNLP 2021
Visually Grounded Reasoning across Languages and Cultures
EMNLP 2021
COMETA: A Corpus for Medical Entity Linking in the Social Media
EMNLP 2020
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs
AAAI 2020
A Strong and Robust Baseline for Text-Image Matching
ACL 2019
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds
ICCV 2017