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Transformers
9294 directly classified papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
EMNLP 2019
Broad-Coverage Semantic Parsing as Transduction
EMNLP 2019
Efficient Convolutional Neural Networks for Diacritic Restoration
EMNLP 2019
The Concordia NLG Surface Realizer at SRST 2019
EMNLP 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
EMNLP 2019
A logical-based corpus for cross-lingual evaluation
EMNLP 2019
Forecasting Firm Material Events from 8-K Reports
EMNLP 2019
JUSTDeep at NLP4IF 2019 Task 1: Propaganda Detection using Ensemble Deep Learning Models
EMNLP 2019
A Gated Self-attention Memory Network for Answer Selection
EMNLP 2019
Higher-order Comparisons of Sentence Encoder Representations
EMNLP 2019
Transfer Fine-Tuning: A BERT Case Study
EMNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
EMNLP 2019
Asynchronous Deep Interaction Network for Natural Language Inference
EMNLP 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework
EMNLP 2019
The RWTH Aachen University Machine Translation Systems for WMT 2019
ACL 2019
The MLLP-UPV Supervised Machine Translation Systems for WMT19 News Translation Task
ACL 2019
The AFRL WMT19 Systems: Old Favorites and New Tricks
ACL 2019
Constructive Type-Logical Supertagging With Self-Attention Networks
ACL 2019
Open Sesame: Getting inside BERT’s Linguistic Knowledge
ACL 2019
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
ACL 2019
Lattice Transformer for Speech Translation
ACL 2019
Exploiting Sentential Context for Neural Machine Translation
ACL 2019
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study
ACL 2019
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis
ACL 2019
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context
ACL 2019
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