Guotong Xie
19 papers · 2019–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (50)
πΊοΈ
Taxonomy Completionist
(50)
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Keyword Pioneer
π£
Hot Topic Early Bird
π€
Dynamic Duo
(13)
π§¬
Topic Evolution
π₯
Mega-Team
(23)
π
Trend Setter
ποΈ
Keyword Collector
(83)
π₯
Unstoppable
(6)
β‘
Prolific Year
(6)
π
Century Club
(19)
Conferences
ACL (7)
EMNLP (4)
NAACL (3)
AAAI (1)
ICML (1)
IJCAI (1)
IJCNLP (1)
SEMEVAL (1)
Top co-authors
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