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Natural Language Processing

47,076 papers (54 classified directly here)

Subtopics

Applications (26,986) Resources & Methods (16,283) Generation (11,966) Understanding (7,071)

Papers per year

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Papers (including subtopics)

Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
PaLM: A Hybrid Parser and Language Model IJCNLP 2019
A Pilot Study for Chinese SQL Semantic Parsing IJCNLP 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing IJCNLP 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis IJCNLP 2019
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification IJCNLP 2019
Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization IJCNLP 2019
Text Summarization with Pretrained Encoders IJCNLP 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle IJCNLP 2019
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator IJCNLP 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs IJCNLP 2019
Broad-Coverage Semantic Parsing as Transduction IJCNLP 2019
Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing IJCNLP 2019
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network IJCNLP 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction IJCNLP 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition IJCNLP 2019
Cross-Cultural Transfer Learning for Text Classification IJCNLP 2019
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification IJCNLP 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019
Induction Networks for Few-Shot Text Classification IJCNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach IJCNLP 2019
A Logic-Driven Framework for Consistency of Neural Models IJCNLP 2019
Implicit Deep Latent Variable Models for Text Generation IJCNLP 2019
Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach IJCNLP 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation IJCNLP 2019