Xiao Liu
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Self-supervised learning: Generative or contrastive
X Liu, F Zhang, Z Hou, L Mian, Z Wang, J Zhang, J Tang
TKDE 2021, 2021
GPT Understands, Too
X Liu*, Y Zheng*, Z Du, M Ding, Y Qian, Z Yang, J Tang
arXiv preprint arXiv:2103.10385, 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks
X Liu*, K Ji*, Y Fu*, Z Du, Z Yang, J Tang
ACL 2022, 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling
Z Du, Y Qian, X Liu, M Ding, J Qiu, Z Yang, J Tang
ACL 2022, 2022
GLM-130B: An Open Bilingual Pre-trained Model
A Zeng*, X Liu*, Z Du, Z Wang, H Lai, M Ding, Z Yang, Y Xu, W Zheng, ...
ICLR 2023, 2023
Pre-trained models: Past, present and future
X Han*, Z Zhang*, N Ding*, Y Gu*, X Liu*, Y Huo*, J Qiu, Y Yao, A Zhang, ...
AI Open 2, 225-250, 2021
GraphMAE: Self-Supervised Masked Graph Autoencoders
Z Hou, X Liu, Y Dong, C Wang, J Tang
KDD 2022, 2022
AgentBench: Evaluating LLMs as Agents
X Liu*, H Yu*, H Zhang, Y Xu, X Lei, H Lai, Y Gu, H Ding, K Men, K Yang, ...
ICLR 2024, 2024
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation
J Xu*, X Liu*, Y Wu, Y Tong, Q Li, M Ding, J Tang, Y Dong
NeurIPS 2023, 2023
Language models are open knowledge graphs
C Wang, X Liu, D Song
arXiv preprint arXiv:2010.11967, 2020
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Y Bai, X Lv, J Zhang, H Lyu, J Tang, Z Huang, Z Du, X Liu, A Zeng, L Hou, ...
ACL 2024, 2024
Oag: Toward linking large-scale heterogeneous entity graphs
F Zhang, X Liu, J Tang, Y Dong, P Yao, J Zhang, X Gu, Y Wang, B Shao, ...
KDD 2019, 2019
Wudaocorpora: A super large-scale chinese corpora for pre-training language models
S Yuan, H Zhao, Z Du, M Ding, X Liu, Y Cen, X Zou, Z Yang, J Tang
AI Open 2, 65-68, 2021
DeepStruct: Pretraining of Language Models for Structure Prediction
C Wang*, X Liu*, Z Chen*, H Hong, J Tang, D Song
Findings of ACL 2022, 2022
SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs
X Liu*, H Hong*, X Wang, Z Chen, E Kharlamov, Y Dong, J Tang
WWW 2022, 2022
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences
X Liu, H Lai, H Yu, Y Xu, A Zeng, Z Du, P Zhang, Y Dong, J Tang
KDD 2023, 2023
Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries
X Liu, S Zhao, K Su, Y Cen, J Qiu, M Zhang, W Wu, Y Dong, J Tang
KDD 2022, 2022
AgentTuning: Enabling Generalized Agent Abilities for LLMs
A Zeng, M Liu, R Lu, B Wang, X Liu, Y Dong, J Tang
Findings of ACL 2024, 2024
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
Z Hou, Y He, Y Cen, X Liu, Y Dong, E Kharlamov, J Tang
WWW 2023, 2023
OAG-BERT: Towards a Unified Backbone Language Model for Academic Knowledge Services
X Liu, D Yin, J Zheng, X Zhang, P Zhang, H Yang, Y Dong, J Tang
KDD 2022, 2022
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