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Language Modeling

1090 directly classified papers

Papers per year

Papers

Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022
Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022
KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022
Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022
MaxMatch-Dropout: Subword Regularization for WordPiece COLING 2022
SwahBERT: Language Model of Swahili NAACL 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
Abstraction not Memory: BERT and the English Article System NAACL 2022
Provably Confidential Language Modelling NAACL 2022
Probing via Prompting NAACL 2022
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022
Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022
Learning To Retrieve Prompts for In-Context Learning NAACL 2022
Selective Differential Privacy for Language Modeling NAACL 2022
Modal Dependency Parsing via Language Model Priming NAACL 2022
A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022
Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations AAAI 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022
Cross-lingual Similarity of Multilingual Representations Revisited AACL 2022
Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models AACL 2022