b'Zuchao Li'

research

∙ 08/15/2023

Enhancing Visually-Rich Document Understanding via Layout Structure Modeling

In recent years, the use of multi-modal pre-trained Transformers has led...

0 Qiwei Li, et al. ∙

research

∙ 07/02/2023

Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers

Optimizer is an essential component for the success of deep learning, wh...

0 Yineng Chen, et al. ∙

research

∙ 07/01/2023

BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained Transformer

BatGPT is a large-scale language model designed and trained jointly by W...

0 Zuchao Li, et al. ∙

research

∙ 06/19/2023

FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction

Universal Information Extraction (UIE) has been introduced as a unified ...

0 Tianshuo Peng, et al. ∙

research

∙ 05/26/2023

Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large Language Models

With the widespread use of large language models (LLMs) in NLP tasks, re...

0 Yao Yao, et al. ∙

research

∙ 03/08/2023

Centroid-centered Modeling for Efficient Vision Transformer Pre-training

Masked Image Modeling (MIM) is a new self-supervised vision pre-training...

0 Xin Yan, et al. ∙

research

∙ 08/23/2022

Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning

Commonsense reasoning is an appealing topic in natural language processi...

0 Letian Peng, et al. ∙

research

∙ 04/17/2022

Nested Named Entity Recognition as Holistic Structure Parsing

As a fundamental natural language processing task and one of core knowle...

0 Yifei Yang, et al. ∙

research

∙ 01/04/2022

Semantics-Preserved Distortion for Personal Privacy Protection

Privacy protection is an important and concerning topic in Federated Lea...

0 Letian Peng, et al. ∙

research

∙ 11/18/2021

Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model

Aspect-based sentiment analysis (ABSA) task consists of three typical su...

0 Hongjiang Jing, et al. ∙

research

∙ 10/29/2021

Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence

Unsupervised constituency parsing has been explored much but is still fa...

0 Letian Peng, et al. ∙

research

∙ 10/04/2021

A Novel Metric for Evaluating Semantics Preservation

In this paper, we leverage pre-trained language models (PLMs) to precise...

0 Letian Peng, et al. ∙

research

∙ 09/14/2021

Sparse Fuzzy Attention for Structured Sentiment Analysis

Attention scorers have achieved success in parsing tasks like semantic a...

0 Letain Peng, et al. ∙

research

∙ 05/29/2021

Grammatical Error Correction as GAN-like Sequence Labeling

In Grammatical Error Correction (GEC), sequence labeling models enjoy fa...

0 Kevin Parnow, et al. ∙

research

∙ 05/20/2021

Head-driven Phrase Structure Parsing in O(n^3) Time Complexity

Constituent and dependency parsing, the two classic forms of syntactic p...

0 Zuchao Li, et al. ∙

research

∙ 04/19/2021

Neural Unsupervised Semantic Role Labeling

The task of semantic role labeling (SRL) is dedicated to finding the pre...

0 Kashif Munir, et al. ∙

research

∙ 02/11/2021

Text Compression-aided Transformer Encoding

Text encoding is one of the most important steps in Natural Language Pro...

6 Zuchao Li, et al. ∙

research

∙ 12/27/2020

Adaptive Convolution for Semantic Role Labeling

Semantic role labeling (SRL) aims at elaborating the meaning of a senten...

0 Kashif Munir, et al. ∙

research

∙ 12/24/2020

Cross-lingual Dependency Parsing as Domain Adaptation

In natural language processing (NLP), cross-lingual transfer learning is...

0 Kailai Sun, et al. ∙

research

∙ 10/11/2020

SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task

In this paper, we introduced our joint team SJTU-NICT 's participation i...

0 Zuchao Li, et al. ∙

research

∙ 10/09/2020

High-order Semantic Role Labeling

Semantic role labeling is primarily used to identify predicates, argumen...

0 Zuchao Li, et al. ∙

research

∙ 09/16/2020

Document-level Neural Machine Translation with Document Embeddings

Standard neural machine translation (NMT) is on the assumption of docume...

0 Shu Jiang, et al. ∙

research

∙ 09/12/2020

Syntax Role for Neural Semantic Role Labeling

Semantic role labeling (SRL) is dedicated to recognizing the semantic pr...

0 Zuchao Li, et al. ∙

research

∙ 04/05/2020

Reference Language based Unsupervised Neural Machine Translation

Exploiting common language as an auxiliary for better translation has a ...

0 Zuchao Li, et al. ∙

research

∙ 12/27/2019

Explicit Sentence Compression for Neural Machine Translation

State-of-the-art Transformer-based neural machine translation (NMT) syst...

0 Zuchao Li, et al. ∙

research

∙ 11/20/2019

Global Greedy Dependency Parsing

Most syntactic dependency parsing models may fall into one of two catego...

0 Zuchao Li, et al. ∙

research

∙ 11/07/2019

Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank

The latest developments in neural semantic role labeling (SRL), includin...

0 Zuchao Li, et al. ∙

research

∙ 10/31/2019

Document-level Neural Machine Translation with Inter-Sentence Attention

Standard neural machine translation (NMT) is on the assumption of docume...

0 Shu Jiang, et al. ∙

research

∙ 09/18/2019

Subword ELMo

Embedding from Language Models (ELMo) has shown to be effective for impr...

0 Jiangtong Li, et al. ∙

research

∙ 09/05/2019

Semantics-aware BERT for Language Understanding

The latest work on language representations carefully integrates context...

0 Zhuosheng Zhang, et al. ∙

research

∙ 09/03/2019

Modeling Named Entity Embedding Distribution into Hypersphere

This work models named entity distribution from a way of visualizing top...

0 Zhuosheng Zhang, et al. ∙

research

∙ 09/01/2019

Syntax-aware Multilingual Semantic Role Labeling

Recently, semantic role labeling (SRL) has earned a series of success wi...

0 Shexia He, et al. ∙

research

∙ 08/30/2019

Parsing All: Syntax and Semantics, Dependencies and Spans

Both syntactic and semantic structures are key linguistic contextual clu...

0 Junru Zhou, et al. ∙

research

∙ 01/16/2019

Dependency or Span, End-to-End Uniform Semantic Role Labeling

Semantic role labeling (SRL) aims to discover the predicateargument stru...

0 Zuchao Li, et al. ∙

research

∙ 11/06/2018

Effective Subword Segmentation for Text Comprehension

Character-level representations have been broadly adopted to alleviate t...

0 Zhuosheng Zhang, et al. ∙

research

∙ 09/08/2018

Attentive Semantic Role Labeling with Boundary Indicator

The goal of semantic role labeling (SRL) is to discover the predicate-ar...

0 Zhuosheng Zhang, et al. ∙

research

∙ 09/08/2018

I Know What You Want: Semantic Learning for Text Comprehension

Who did what to whom is a major focus in natural language understanding,...

0 Zhuosheng Zhang, et al. ∙

research

∙ 08/11/2018

A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware?

Semantic role labeling (SRL) is to recognize the predicate-argument stru...

0 Jiaxun Cai, et al. ∙

Zuchao Li

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