Jiaao Chen | DeepAI

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Featured Co-authors

Chang Liu
231 publications
Mohit Bansal
184 publications
Dong Yu
160 publications
Zhou Yu
127 publications
Weizhu Chen
89 publications
Diyi Yang
75 publications
Mu Li
73 publications
Duen Horng Chau
66 publications
Zhuosheng Zhang
64 publications
Colin Raffel
57 publications
Jianshu Chen
45 publications

∙ 08/01/2023

Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation

Parking occupancy estimation holds significant potential in facilitating...

0 Yunze Hu, et al. ∙

∙ 08/01/2023

Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models

We consider the problem of eliciting compositional generalization capabi...

0 Jiaao Chen, et al. ∙

∙ 04/10/2023

A Cheaper and Better Diffusion Language Model with Soft-Masked Noise

Diffusion models that are based on iterative denoising have been recentl...

5 Jiaao Chen, et al. ∙

∙ 02/08/2023

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Spurred by advancements in scale, large language models (LLMs) have demo...

10 Chengwei Qin, et al. ∙

∙ 01/04/2023

Parameter-Efficient Fine-Tuning Design Spaces

Parameter-efficient fine-tuning aims to achieve performance comparable t...

1 Jiaao Chen, et al. ∙

∙ 12/19/2022

Human-in-the-loop Abstractive Dialogue Summarization

Abstractive dialogue summarization has received increasing attention rec...

10 Jiaao Chen, et al. ∙

∙ 10/31/2022

WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain

Pre-trained language models have shown impressive performance on a varie...

9 Raj Sanjay Shah, et al. ∙

∙ 04/06/2022

VALUE: Understanding Dialect Disparity in NLU

English Natural Language Understanding (NLU) systems have achieved great...

2 Caleb Ziems, et al. ∙

∙ 03/21/2022

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition

Named Entity Recognition (NER) systems often demonstrate great performan...

0 Aaron Reich, et al. ∙

∙ 06/14/2021

An Empirical Survey of Data Augmentation for Limited Data Learning in NLP

NLP has achieved great progress in the past decade through the use of ne...

30 Jiaao Chen, et al. ∙

∙ 05/31/2021

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization

Fine-tuning large pre-trained models with task-specific data has achieve...

10 Jiaao Chen, et al. ∙

∙ 04/16/2021

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs

Abstractive conversation summarization has received much attention recen...

8 Jiaao Chen, et al. ∙

∙ 04/12/2021

Continual Learning for Text Classification with Information Disentanglement Based Regularization

Continual learning has become increasingly important as it enables NLP m...

10 Yufan Huang, et al. ∙

∙ 01/16/2021

Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests

Modeling persuasive language has the potential to better facilitate our ...

9 Jiaao Chen, et al. ∙

∙ 10/09/2020

Examining the Ordering of Rhetorical Strategies in Persuasive Requests

Interpreting how persuasive language influences audiences has implicatio...

5 Omar Shaikh, et al. ∙

∙ 10/04/2020

Local Additivity Based Data Augmentation for Semi-supervised NER

Named Entity Recognition (NER) is one of the first stages in deep langua...

0 Jiaao Chen, et al. ∙

∙ 10/04/2020

Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization

Text summarization is one of the most challenging and interesting proble...

0 Jiaao Chen, et al. ∙

∙ 04/25/2020

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

This paper presents MixText, a semi-supervised learning method for text ...

0 Jiaao Chen, et al. ∙

∙ 04/23/2020

Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses

We present semi-supervised models with data augmentation (SMDA), a semi-...

0 Jiaao Chen, et al. ∙

∙ 11/01/2018

Incorporating Structured Commonsense Knowledge in Story Completion

The ability to select an appropriate story ending is the first step towa...

0 Jiaao Chen, et al. ∙

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