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Papers
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models
EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning
EMNLP 2021
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models
EACL 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction
EMNLP 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text
EMNLP 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases
ACL 2021
Knowledge Enhanced Masked Language Model for Stance Detection
NAACL 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
AAAI 2021
Mask-Align: Self-Supervised Neural Word Alignment
ACL 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation
ACL 2021
MVP-BERT: Multi-Vocab Pre-training for Chinese BERT
ACL 2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis
EMNLP 2021
On Learning Universal Representations Across Languages
ICLR 2021
Paragraph-level Simplification of Medical Texts
NAACL 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction
ACL 2021
PMI-Masking: Principled masking of correlated spans
ICLR 2021
Positional Artefacts Propagate Through Masked Language Model Embeddings
ACL 2021
Pre-Training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning
Interspeech 2021
Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution
EMNLP 2021
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision
EMNLP 2021
SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check
EMNLP 2021
Static Embeddings as Efficient Knowledge Bases?
NAACL 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings?
AAAI 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling
NAACL 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
ACL 2021