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Deep Learning
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Transformers
9,294 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
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings
IJCNLP 2021
End-to-end mBERT based Seq2seq Enhanced Dependency Parser with Linguistic Typology knowledge
IJCNLP 2021
The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021
IJCNLP 2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021
IJCNLP 2021
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task
IJCNLP 2021
KIT’s IWSLT 2021 Offline Speech Translation System
IJCNLP 2021
Multilingual Speech Translation KIT @ IWSLT2021
IJCNLP 2021
Time-Aware Ancient Chinese Text Translation and Inference
IJCNLP 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity
IJCNLP 2021
Time-Efficient Code Completion Model for the R Programming Language
IJCNLP 2021
DIRECT : A Transformer-based Model for Decompiled Identifier Renaming
IJCNLP 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling
IJCNLP 2021
Temporal-aware Language Representation Learning From Crowdsourced Labels
IJCNLP 2021
NPVec1: Word Embeddings for Nepali - Construction and Evaluation
IJCNLP 2021
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers
IJCNLP 2021
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings
IJCNLP 2021
Entity and Evidence Guided Document-Level Relation Extraction
IJCNLP 2021
TA-MAMC at SemEval-2021 Task 4: Task-adaptive Pretraining and Multi-head Attention for Abstract Meaning Reading Comprehension
IJCNLP 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification
IJCNLP 2021
Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation
IJCNLP 2021
HumorHunter at SemEval-2021 Task 7: Humor and Offense Recognition with Disentangled Attention
IJCNLP 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity
IJCNLP 2021
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction
IJCNLP 2021
JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models
IJCNLP 2021
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models
IJCNLP 2021
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