Sentence Classification

33 papers with code · Natural Language Processing
Subtask of Text Classification

SVM

Leaderboards

Latest papers with code

t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams

11 Nov 2019sergioburdisso/pyss3

A recently introduced classifier, called SS3, has shown to be well suited to deal with early risk detection (ERD) problems on text streams.

DOCUMENT CLASSIFICATION MULTI-LABEL TEXT CLASSIFICATION SENTENCE CLASSIFICATION TEXT CATEGORIZATION

88
11 Nov 2019

On Dimensional Linguistic Properties of the Word Embedding Space

5 Oct 2019vyraun/Half-Size

In this work, we analyze word embeddings in terms of their principal components and arrive at a number of novel conclusions.

MACHINE TRANSLATION SENTENCE CLASSIFICATION WORD EMBEDDINGS

59
05 Oct 2019

Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment

NAACL 2019 ramitsawhney27/NAACLSRW19meToo

The {\#}MeToo movement is an ongoing prevalent phenomenon on social media aiming to demonstrate the frequency and widespread of sexual harassment by providing a platform to speak narrate personal experiences of such harassment.

LANGUAGE MODELLING SENTENCE CLASSIFICATION

0
01 Jun 2019

Investigating an Effective Character-level Embedding in Korean Sentence Classification

31 May 2019warnikchow/coaudiotext

Different from the writing systems of many Romance and Germanic languages, some languages or language families show complex conjunct forms in character composition.

SENTENCE CLASSIFICATION SENTIMENT ANALYSIS

4
31 May 2019

Structural Scaffolds for Citation Intent Classification in Scientific Publications

NAACL 2019 allenai/scicite

Identifying the intent of a citation in scientific papers (e. g., background information, use of methods, comparing results) is critical for machine reading of individual publications and automated analysis of the scientific literature.

 SOTA for Citation Intent Classification on ACL-ARC (using extra training data)

CITATION INTENT CLASSIFICATION INTENT CLASSIFICATION READING COMPREHENSION SENTENCE CLASSIFICATION

44
02 Apr 2019

Glyce: Glyph-vectors for Chinese Character Representations

NeurIPS 2019 ShannonAI/glyce

However, due to the lack of rich pictographic evidence in glyphs and the weak generalization ability of standard computer vision models on character data, an effective way to utilize the glyph information remains to be found.

CHINESE WORD SEGMENTATION DEPENDENCY PARSING DOCUMENT CLASSIFICATION IMAGE CLASSIFICATION LANGUAGE MODELLING MACHINE TRANSLATION MULTI-TASK LEARNING PART-OF-SPEECH TAGGING SEMANTIC ROLE LABELING SEMANTIC TEXTUAL SIMILARITY SENTENCE CLASSIFICATION SENTIMENT ANALYSIS

200
29 Jan 2019

No Training Required: Exploring Random Encoders for Sentence Classification

ICLR 2019 facebookresearch/randsent

We explore various methods for computing sentence representations from pre-trained word embeddings without any training, i. e., using nothing but random parameterizations.

SENTENCE CLASSIFICATION SENTENCE EMBEDDINGS WORD EMBEDDINGS

179
29 Jan 2019