Alert button
Picture for Tianyu Liu

Tianyu Liu

Alert button

Autoregressive Structured Prediction with Language Models

Nov 17, 2022
Tianyu Liu, Yuchen Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan

Figure 1 for Autoregressive Structured Prediction with Language Models
Figure 2 for Autoregressive Structured Prediction with Language Models
Figure 3 for Autoregressive Structured Prediction with Language Models
Figure 4 for Autoregressive Structured Prediction with Language Models
Viaarxiv icon

A Bilingual Parallel Corpus with Discourse Annotations

Oct 26, 2022
Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell

Figure 1 for A Bilingual Parallel Corpus with Discourse Annotations
Figure 2 for A Bilingual Parallel Corpus with Discourse Annotations
Figure 3 for A Bilingual Parallel Corpus with Discourse Annotations
Figure 4 for A Bilingual Parallel Corpus with Discourse Annotations
Viaarxiv icon

DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection

Oct 20, 2022
Haoran Meng, Zheng Xin, Tianyu Liu, Zizhen Wang, He Feng, Binghuai Lin, Xuemin Zhao, Yunbo Cao, Zhifang Sui

Figure 1 for DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection
Figure 2 for DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection
Figure 3 for DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection
Figure 4 for DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection
Viaarxiv icon

Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making

Oct 16, 2022
Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang

Figure 1 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Figure 2 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Figure 3 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Figure 4 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Viaarxiv icon

Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation

Oct 10, 2022
Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui

Figure 1 for Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Figure 2 for Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Figure 3 for Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Figure 4 for Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Viaarxiv icon

A Structured Span Selector

May 08, 2022
Tianyu Liu, Yuchen Eleanor Jiang, Ryan Cotterell, Mrinmaya Sachan

Figure 1 for A Structured Span Selector
Figure 2 for A Structured Span Selector
Figure 3 for A Structured Span Selector
Figure 4 for A Structured Span Selector
Viaarxiv icon

Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances

May 02, 2022
Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan song, Tianyu Liu, Baobao Chang, Zhifang Sui

Figure 1 for Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances
Figure 2 for Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances
Figure 3 for Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances
Figure 4 for Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances
Viaarxiv icon

A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction

Apr 30, 2022
Runxin Xu, Peiyi Wang, Tianyu Liu, Shuang Zeng, Baobao Chang, Zhifang Sui

Figure 1 for A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
Figure 2 for A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
Figure 3 for A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
Figure 4 for A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
Viaarxiv icon

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

Apr 28, 2022
Zihan Wang, Peiyi Wang, Tianyu Liu, Yunbo Cao, Zhifang Sui, Houfeng Wang

Figure 1 for HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Figure 2 for HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Figure 3 for HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Figure 4 for HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Viaarxiv icon