Shiyue Zhang | DeepAI

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∙ 08/22/2023

DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment

Cross-modal garment synthesis and manipulation will significantly benefi...

0 Xujie Zhang, et al. ∙

∙ 05/26/2023

MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies

Autoregressive language models are trained by minimizing the cross-entro...

1 Shiyue Zhang, et al. ∙

∙ 05/08/2023

HistAlign: Improving Context Dependency in Language Generation by Aligning with History

Language models (LMs) can generate hallucinations and incoherent outputs...

3 David Wan, et al. ∙

∙ 11/15/2022

Evaluating the Factual Consistency of Large Language Models Through Summarization

While large language models (LLMs) have proven to be effective on a larg...

6 Derek Tam, et al. ∙

∙ 09/21/2022

Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees

Current abstractive summarization models either suffer from a lack of cl...

10 Swarnadeep Saha, et al. ∙

∙ 09/08/2022

Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization

The problems of unfaithful summaries have been widely discussed under th...

7 Shiyue Zhang, et al. ∙

∙ 07/08/2022

SETSum: Summarization and Visualization of Student Evaluations of Teaching

Student Evaluations of Teaching (SETs) are widely used in colleges and u...

3 Yinuo Hu, et al. ∙

∙ 06/30/2022

Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging?

Previous Part-Of-Speech (POS) induction models usually assume certain in...

11 Xiang Zhou, et al. ∙

∙ 04/29/2022

How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?

A multilingual tokenizer is a fundamental component of multilingual neur...

2 Shiyue Zhang, et al. ∙

∙ 04/25/2022

How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language

More than 43 language loss currently occurs at an accelerated rate becau...

1 Shiyue Zhang, et al. ∙

∙ 09/23/2021

Finding a Balanced Degree of Automation for Summary Evaluation

Human evaluation for summarization tasks is reliable but brings in issue...

7 Shiyue Zhang, et al. ∙

∙ 07/30/2021

ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback

We introduce ChrEnTranslate, an online machine translation demonstration...

22 Shiyue Zhang, et al. ∙

∙ 07/30/2021

EmailSum: Abstractive Email Thread Summarization

Recent years have brought about an interest in the challenging task of s...

7 Shiyue Zhang, et al. ∙

∙ 10/09/2020

ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization

Cherokee is a highly endangered Native American language spoken by the C...

8 Shiyue Zhang, et al. ∙

∙ 10/08/2020

Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?

Data collection for natural language (NL) understanding tasks has increa...

7 Peter Hase, et al. ∙

∙ 09/13/2019

Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering

Text-based Question Generation (QG) aims at generating natural and relev...

0 Shiyue Zhang, et al. ∙

∙ 11/12/2017

Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning

A primary goal of computational phenotype research is to conduct medical...

0 Shiyue Zhang, et al. ∙

∙ 10/04/2017

Enhanced Neural Machine Translation by Learning from Draft

Neural machine translation (NMT) has recently achieved impressive result...

0 Aodong Li, et al. ∙

∙ 08/07/2017

Memory-augmented Neural Machine Translation

Neural machine translation (NMT) has achieved notable success in recent ...

0 Yang Feng, et al. ∙

∙ 06/27/2017

Memory-augmented Chinese-Uyghur Neural Machine Translation

Neural machine translation (NMT) has achieved notable performance recent...

0 Shiyue Zhang, et al. ∙

∙ 05/10/2017

Flexible and Creative Chinese Poetry Generation Using Neural Memory

It has been shown that Chinese poems can be successfully generated by se...

0 Jiyuan Zhang, et al. ∙

∙ 09/28/2016

Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition

Recurrent neural networks (RNNs) have shown clear superiority in sequenc...

0 Zhiyuan Tang, et al. ∙

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