Английские наборы данных

material ID: englishdatasets

Related Papers

Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

We present a semi-supervised approach to improve dependency parsing accuracy by using bilexical statistics derived from auto-parsed data. The method is based on estimating the attachment potential of head-modifier words, …...

34530

A Hybrid Deep Learning Architecture for Sentiment Analysis

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractIn this paper, we propose a novel hybrid deep learning archtecture which is highly efficient for sentiment analysis in resource-poor languages. We learn sentiment embedded vectors from the Convolutional Neural …...

4565

NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

This paper describes our system submitted to Aspect Based Sentiment Analysis Task 5 of SemEval-2016. Our system consists of two components: binary classifiers trained using single layer feedforward network for …...

22541

Multi-task and Multi-lingual Joint Learning of Neural Lexical Utterance Classification based on Partially-shared Modeling

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThis paper is an initial study on multi-task and multi-lingual joint learning for lexical utterance classification. A major problem in constructing lexical utterance classification modules for spoken dialogue systems is …...

5218

Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIn hierarchical text classification, we perform a sequence of inference steps to predict the category of a document from top to bottom of a given class taxonomy. Most of the …...

38045

Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractEvaluating the quality of responses generated by open-domain conversation systems is a challenging task. This is partly because there can be multiple appropriate responses to a given dialogue history. Reference-based …...

21759

He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on Pragmatics

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWe investigate how well BERT performs on predicting factuality in several existing English datasets, encompassing various linguistic constructions. Although BERT obtains a strong performance on most datasets, it does so …...

26842

Types of Out-of-Distribution Texts and How to Detect Them

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractDespite agreement on the importance of detecting out-of-distribution (OOD) examples, there is little consensus on the formal definition of the distribution shifts of OOD examples and how to best detect …...

30643

Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractText error correction aims to correct the errors in text sequences such as those typed by humans or generated by speech recognition models. Previous error correction methods usually take the …...

30062

A Distantly-Supervised Relation Extraction Method Based on Selective Gate and Noise Correction

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

Abstract“Entity relation extraction, as a core task of information extraction, aims to predict the relation ofentity pairs identified by text, and its research results are applied to various fields. To …...

5545