Advanced NLP Methodologies

Research in this area investigates advanced methodologies employed in natural language processing. It covers state-of-the-art techniques that enhance language understanding and processing.

advanced NLP

deep learning

text analysis

language understanding

state-of-the-art methods

24,741 papers

Parent topic: Natural Language Processing and Linguistics

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Papers Over Time

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Top Papers

1995 · 8,006 citations

Convolutional Neural Networks For Sentence Classification

2014 · 7,709 citations

Enriching Word Vectors With Subword Information

2017 · 4,599 citations

1998 · 4,499 citations

The Stanford CoreNLP Natural Language Processing Toolkit

2014 · 3,216 citations

Transformers: State-of-the-Art Natural Language Processing

2020 · 3,000 citations

A Unified Architecture For Natural Language Processing

2008 · 2,728 citations

Recent Trends In Deep Learning Based Natural Language Processing [Review Article]

2018 · 2,278 citations

A Convolutional Neural Network For Modelling Sentences

2014 · 2,084 citations

Neural Architectures For Named Entity Recognition

2016 · 2,043 citations

A Survey Of Named Entity Recognition And Classification

2007 · 1,472 citations

Feature-rich Part-Of-Speech Tagging With A Cyclic Dependency Network

2003 · 1,206 citations

End-to-end Sequence Labeling Via Bi-directional LSTM-CNNs-CRF

2016 · 1,113 citations

Extensions Of Recurrent Neural Network Language Model

2011 · 1,093 citations

A Neural Attention Model For Abstractive Sentence Summarization

2015 · 1,068 citations

Advances In Natural Language Processing

2015 · 1,039 citations

Natural Language Processing: An Introduction

2011 · 1,035 citations

Recurrent Convolutional Neural Networks For Text Classification

2015 · 1,029 citations

Survey Of Hallucination In Natural Language Generation

2023 · 1,005 citations

Unsupervised Word Sense Disambiguation Rivaling Supervised Methods

1995 · 1,001 citations