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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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Papers (including subtopics)

Structured Self-Attention Weights Encode Semantics in Sentiment Analysis EMNLP 2020
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020
Weakly Supervised Medication Regimen Extraction from Medical Conversations EMNLP 2020
Exploring Span Representations in Neural Coreference Resolution EMNLP 2020
DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking EMNLP 2020
Correcting the Misuse: A Method for the Chinese Idiom Cloze Test EMNLP 2020
Generalization to Mitigate Synonym Substitution Attacks EMNLP 2020
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization EMNLP 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020
ARBML: Democratizing Arabic Natural Language Processing Tools EMNLP 2020
NLP-PINGAN-TECH @ CL-SciSumm 2020 EMNLP 2020
AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20 EMNLP 2020
CiteQA@CLSciSumm 2020 EMNLP 2020
Using Pre-Trained Transformer for Better Lay Summarization EMNLP 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
Reading the Manual: Event Extraction as Definition Comprehension EMNLP 2020
Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020
HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation EMNLP 2020
Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task EMNLP 2020
Enhanced Sentence Alignment Network for Efficient Short Text Matching EMNLP 2020
Generating Fact Checking Summaries for Web Claims EMNLP 2020
ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models EMNLP 2020