Zhilin Yang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2013–2025

Best venue rank

Where they publish

Papers

34 indexed papers, newest first.

Year	Venue	Title	Authors
2025	ICLR	Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving.	Jin Zhang, Flood Sung, Zhilin Yang, Yang Gao, Chongjie Zhang
2025	IJCNN	ALM-KD: Adaptive Layer Mapping Knowledge Distillation for LLMs.	Xu Baizhou, Zhilin Yang, Niu Xin, Zhaoning Zhang, Huang Zheng, Linbo Qiao, Yafei Qi
2023	ACL	Prompt-Based Metric Learning for Few-Shot NER.	Yanru Chen, Yanan Zheng, Zhilin Yang
2023	ACL	A Universal Discriminator for Zero-Shot Generalization.	Haike Xu, Zongyu Lin, Jing Zhou, Yanan Zheng, Zhilin Yang
2023	ICLR	Compositional Task Representations for Large Language Models.	Nan Shao, Zefan Cai, Hanwei Xu, Chonghua Liao, Yanan Zheng, Zhilin Yang
2023	ICLR	Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization.	Jing Zhou, Zongyu Lin, Yanan Zheng, Jian Li, Zhilin Yang
2023	KDD	CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X.	Qinkai Zheng, Xiao Xia, Xu Zou, Yuxiao Dong, Shan Wang, Yufei Xue, Lei Shen, Zihan Wang, Andi Wang, Yang Li, Teng Su, Zhilin Yang, Jie Tang
2022	ACL	GLM: General Language Model Pretraining with Autoregressive Blank Infilling.	Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang
2022	ACL	P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks.	Xiao Liu, Kaixuan Ji, Yicheng Fu, Weng Tam, Zhengxiao Du, Zhilin Yang, Jie Tang
2022	ACL	FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding.	Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Chonghua Liao, Li Jian, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang
2022	ACL	FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning.	Jing Zhou, Yanan Zheng, Jie Tang, Li Jian, Zhilin Yang
2022	EMNLP	Learning to Detect Noisy Labels Using Model-Based Features.	Zhihao Wang, Zongyu Lin, Junjie Wen, Xianxin Chen, Peiqi Liu, Guidong Zheng, Yujun Chen, Zhilin Yang
2022	EMNLP	GPS: Genetic Prompt Search for Efficient Few-Shot Learning.	Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang
2022	EMNLP	ZeroPrompt: Scaling Prompt-Based Pretraining to 1, 000 Tasks Improves Zero-Shot Generalization.	Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang
2022	ICML	NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework.	Xingcheng Yao, Yanan Zheng, Xiaocong Yang, Zhilin Yang
2021	AAAI	Distribution Matching for Rationalization.	Yongfeng Huang, Yujun Chen, Yulun Du, Zhilin Yang
2021	KDD	The International Workshop on Pretraining: Algorithms, Architectures, and Applications ([email protected] 2021).	Ming Ding, Yuxiao Dong, Xiao Liu, Jiezhong Qiu, Jie Tang, Zhilin Yang
2021	KDD	Controllable Generation from Pre-trained Language Models via Inverse Prompting.	Xu Zou, Da Yin, Qingyang Zhong, Hongxia Yang, Zhilin Yang, Jie Tang
2019	ACL	Transformer-XL: Attentive Language Models beyond a Fixed-Length Context.	Zihang Dai, Zhilin Yang, Yiming Yang, Jaime G. Carbonell, Quoc Viet Le, Ruslan Salakhutdinov
2018	EMNLP	Neural Cross-lingual Named Entity Recognition with Minimal Resources.	Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime G. Carbonell
2018	EMNLP	HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.	Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
2018	ICLR	Breaking the Softmax Bottleneck: A High-Rank RNN Language Model.	Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
2018	ICLR	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent.	Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2018	NAACL	Neural Models for Reasoning over Multiple Mentions Using Coreference.	Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2017	ACL	Gated-Attention Readers for Text Comprehension.	Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2017	ACL	Semi-Supervised QA with Generative Domain-Adaptive Nets.	Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William W. Cohen
2017	ICLR	Words or Characters? Fine-grained Gating for Reading Comprehension.	Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov
2017	ICLR	Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks.	Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen
2016	ICML	Revisiting Semi-Supervised Learning with Graph Embeddings.	Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2016	IJCAI	Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs.	Zhilin Yang, Jie Tang, William W. Cohen
2015	KDD	COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency.	Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, Philip S. Yu
2014	CIKM	Active Learning for Streaming Networked Data.	Zhilin Yang, Jie Tang, Yutao Zhang
2014	WSDM	Active learning for networked data based on non-progressive diffusion model.	Zhilin Yang, Jie Tang, Bin Xu, Chunxiao Xing
2013	KDD	SAE: social analytic engine for large networks.	Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, Jie Tang