b'Xiaojun Wan'

research

∙ 09/18/2023

Summarization is (Almost) Dead

How well can large language models (LLMs) generate summaries? We develop...

0 Xiao Pu, et al. ∙

research

∙ 07/25/2023

A Comprehensive Evaluation and Analysis Study for Chinese Spelling Check

With the development of pre-trained models and the incorporation of phon...

0 Xunjian Yin, et al. ∙

research

∙ 07/01/2023

Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection

Hyperbole, or exaggeration, is a common linguistic phenomenon. The detec...

0 Huixuan Zhang, et al. ∙

research

∙ 06/08/2023

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework

Factuality is important to dialogue summarization. Factual error correct...

0 Mingqi Gao, et al. ∙

research

∙ 06/07/2023

A New Dataset and Empirical Study for Sentence Simplification in Chinese

Sentence Simplification is a valuable technique that can benefit languag...

0 Shiping Yang, et al. ∙

research

∙ 05/24/2023

Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks

Research on automated text summarization relies heavily on human and aut...

0 Xiao Pu, et al. ∙

research

∙ 05/21/2023

Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification

Randomly masking text spans in ordinary texts in the pre-training stage ...

0 Renliang Sun, et al. ∙

research

∙ 04/05/2023

Human-like Summarization Evaluation with ChatGPT

Evaluating text summarization is a challenging problem, and existing eva...

0 Mingqi Gao, et al. ∙

research

∙ 03/06/2023

Models See Hallucinations: Evaluating the Factuality in Video Captioning

Video captioning aims to describe events in a video with natural languag...

0 Hui Liu, et al. ∙

research

∙ 02/14/2023

Exploiting Summarization Data to Help Text Simplification

One of the major problems with text simplification is the lack of high-q...

0 Renliang Sun, et al. ∙

research

∙ 11/20/2022

How to Describe Images in a More Funny Way? Towards a Modular Approach to Cross-Modal Sarcasm Generation

Sarcasm generation has been investigated in previous studies by consider...

0 Jie Ruan, et al. ∙

research

∙ 11/15/2022

Chinese Spelling Check with Nearest Neighbors

Chinese Spelling Check (CSC) aims to detect and correct error tokens in ...

0 Xunjian Yin, et al. ∙

research

∙ 10/17/2022

Social Biases in Automatic Evaluation Metrics for NLG

Many studies have revealed that word embeddings, language models, and mo...

0 Mingqi Gao, et al. ∙

research

∙ 09/16/2022

An Empirical Study of Automatic Post-Editing

Automatic post-editing (APE) aims to reduce manual post-editing efforts ...

0 Xu Zhang, et al. ∙

research

∙ 09/03/2022

CrossDial: An Entertaining Dialogue Dataset of Chinese Crosstalk

Crosstalk is a traditional Chinese theatrical performance art. It is com...

0 Baizhou Huang, et al. ∙

research

∙ 05/01/2022

Nearest Neighbor Knowledge Distillation for Neural Machine Translation

k-nearest-neighbor machine translation (NN-MT), proposed by Khandelwal e...

0 Zhixian Yang, et al. ∙

research

∙ 04/16/2022

SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words

Pre-trained models are widely used in the tasks of natural language proc...

0 Renliang Sun, et al. ∙

research

∙ 03/19/2022

Dependency-based Mixture Language Models

Various models have been proposed to incorporate knowledge of syntactic ...

0 Zhixian Yang, et al. ∙

research

∙ 01/29/2022

A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis

Aspect-based sentiment analysis (ABSA) is a fine-grained sentiment analy...

0 Xiang Chen, et al. ∙

research

∙ 01/22/2022

Visual Information Guided Zero-Shot Paraphrase Generation

Zero-shot paraphrase generation has drawn much attention as the large-sc...

0 Zhe Lin, et al. ∙

research

∙ 12/16/2021

Neural Content Extraction for Poster Generation of Scientific Papers

The problem of poster generation for scientific papers is under-investig...

0 Sheng Xu, et al. ∙

research

∙ 11/05/2021

A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction

Grammatical Error Correction (GEC) is a task of detecting and correcting...

0 Zhaohong Wan, et al. ∙

research

∙ 10/11/2021

Document-Level Text Simplification: Dataset, Criteria and Baseline

Text simplification is a valuable technique. However, current research i...

0 Renliang Sun, et al. ∙

research

∙ 09/23/2021

BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles

A riddle is a question or statement with double or veiled meanings, foll...

0 Yunxiang Zhang, et al. ∙

research

∙ 09/17/2021

CodeQA: A Question Answering Dataset for Source Code Comprehension

We propose CodeQA, a free-form question answering dataset for the purpos...

0 Chenxiao Liu, et al. ∙

research

∙ 09/16/2021

MOVER: Mask, Over-generate and Rank for Hyperbole Generation

Despite being a common figure of speech, hyperbole is under-researched w...

0 Yunxiang Zhang, et al. ∙

research

∙ 09/15/2021

Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering

Paraphrase generation is an important task in natural language processin...

0 Zhe Lin, et al. ∙

research

∙ 09/04/2021

Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach

In recent years, neural paraphrase generation based on Seq2Seq has achie...

0 Zhe Lin, et al. ∙

research

∙ 06/09/2021

Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing

Abstract Meaning Representation (AMR) is a rooted, labeled, acyclic grap...

0 Yitao Cai, et al. ∙

research

∙ 05/08/2021

Neural Text Generation with Part-of-Speech Guided Softmax

Neural text generation models are likely to suffer from the low-diversit...

0 Zhixian Yang, et al. ∙

research

∙ 02/14/2021

Learning a Product Relevance Model from Click-Through Data in E-Commerce

The search engine plays a fundamental role in online e-commerce systems,...

0 Shaowei Yao, et al. ∙

research

∙ 01/21/2021

ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation

We propose ParaSCI, the first large-scale paraphrase dataset in the scie...

0 Qingxiu Dong, et al. ∙

research

∙ 11/11/2020

IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation

Context-dependent text-to-SQL task has drawn much attention in recent ye...

0 Yitao Cai, et al. ∙

research

∙ 09/07/2020

TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis

Multimodal sentiment analysis is an important research area that predict...

0 Zilong Wang, et al. ∙

research

∙ 07/17/2020

Constructing a Family Tree of Ten Indo-European Languages with Delexicalized Cross-linguistic Transfer Patterns

It is reasonable to hypothesize that the divergence patterns formulated ...

0 Yuanyuan Zhao, et al. ∙

research

∙ 09/23/2019

Automated Chess Commentator Powered by Neural Chess Engine

In this paper, we explore a new approach for automated chess commentary ...

0 Hongyu Zang, et al. ∙

research

∙ 09/13/2019

A Neural Approach to Irony Generation

Ironies can not only express stronger emotions but also show a sense of ...

0 Mengdi Zhu, et al. ∙

research

∙ 07/25/2019

INS: An Interactive Chinese News Synthesis System

Nowadays, we are surrounded by more and more online news articles. Tens ...

0 Hui Liu, et al. ∙

research

∙ 07/04/2019

A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers

We present a phenomenon-oriented comparative analysis of the two dominan...

0 Junjie Cao, et al. ∙

research

∙ 06/03/2019

A Semi-Supervised Approach for Low-Resourced Text Generation

Recently, encoder-decoder neural models have achieved great success on t...

0 Hongyu Zang, et al. ∙

research

∙ 06/03/2019

Massive Styles Transfer with Limited Labeled Data

Language style transfer has attracted more and more attention in the pas...

0 Hongyu Zang, et al. ∙

research

∙ 05/30/2019

Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation

Unsupervised text attribute transfer automatically transforms a text to ...

0 Ke Wang, et al. ∙

research

∙ 04/10/2019

AMRec: An Intelligent System for Academic Method Recommendation

Finding new academic Methods for research problems is the key task in a ...

0 Shanshan Huang, et al. ∙

research

∙ 08/28/2018

Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data

This paper studies semantic parsing for interlanguage (L2), taking seman...

0 Zi Lin, et al. ∙

research

∙ 04/24/2018

Towards a Neural Network Approach to Abstractive Multi-Document Summarization

Till now, neural abstractive summarization methods have achieved great s...

0 Jianmin Zhang, et al. ∙

research

∙ 11/01/2017

Towards Automatic Generation of Entertaining Dialogues in Chinese Crosstalks

Crosstalk, also known by its Chinese name xiangsheng, is a traditional C...

0 Shikang Du, et al. ∙

research

∙ 05/17/2017

Learning to Identify Ambiguous and Misleading News Headlines

Accuracy is one of the basic principles of journalism. However, it is in...

0 Wei Wei, et al. ∙

research

∙ 07/08/2015

Learning to Mine Chinese Coordinate Terms Using the Web

Coordinate relation refers to the relation between instances of a concep...

0 Xiaojiang Huang, et al. ∙

research

∙ 07/08/2015

Mining and Analyzing the Future Works in Scientific Articles

Future works in scientific articles are valuable for researchers and the...

0 Yue Hu, et al. ∙

research

∙ 07/08/2015

Multi-Document Summarization via Discriminative Summary Reranking

Existing multi-document summarization systems usually rely on a specific...

0 Xiaojun Wan, et al. ∙

Xiaojun Wan

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