← Authors

Guotong Xie

19 papers · 2019–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (50) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (13) 🧬 Topic Evolution πŸ‘₯ Mega-Team (23) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (83) πŸ”₯ Unstoppable (6) ⚑ Prolific Year (6) πŸ’Ž Century Club (19)

Conferences

ACL (7) EMNLP (4) NAACL (3) AAAI (1) ICML (1) IJCAI (1) IJCNLP (1) SEMEVAL (1)

Top co-authors

Yuan Ni (13) Wei Zhu (12) peng gao (6) Xiaoling Wang (6) Jun Wang (3) Keqiang Wang (3) Yixuan Qiao (3) Xiepeng Li (2) Benqi Wang (2) Xiandi Jiang (2)

Keywords

pre-trained language model (4) transfer learning (3) natural language inference (2) question answering (2) model compression (2) knowledge distillation (2) pretrained language model (2) model ensemble (2) named entity recognition (2) early exiting (2) neural network optimization (2) graph representation learning (1) medical imaging (1) multi-task learning (1) contrastive learning (1) self-supervised learning (1) object detection (1) image segmentation (1) extractive summarization (1) hyperparameter optimization (1)

Papers

IAPT: Instance-Aware Prompt Tuning for Large Language Models ACL 2024
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024
Unified Demonstration Retriever for In-Context Learning ACL 2023
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ACL 2023
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning EMNLP 2023
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models NAACL 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models SEMEVAL 2022
Global Attention Decoder for Chinese Spelling Error Correction IJCNLP 2021
paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization NAACL 2021
Global Attention Decoder for Chinese Spelling Error Correction ACL 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021
Discovering Better Model Architectures for Medical Query Understanding NAACL 2021
Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020
Region Focus Network for Joint Optic Disc and Cup Segmentation AAAI 2020
Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation ACL 2019