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Language Modeling

1090 directly classified papers

Papers per year

Papers

GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020
Linguistic Profiling of a Neural Language Model COLING 2020
Data Augmentation using Pre-trained Transformer Models AACL 2020
A Simple and Effective Usage of Word Clusters for CBOW Model AACL 2020
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL 2020
A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation AACL 2020
MPNet: Masked and Permuted Pre-training for Language Understanding NIPS 2020
DAPPER: Learning Domain-Adapted Persona Representation Using Pretrained BERT and External Memory AACL 2020
Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing EMNLP 2020
An Ensemble Method for Producing Word Representations focusing on the Greek Language AACL 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020
PhoBERT: Pre-trained language models for Vietnamese EMNLP 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020
Compositional Demographic Word Embeddings EMNLP 2020
Word Frequency Does Not Predict Grammatical Knowledge in Language Models EMNLP 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020
Improving Bilingual Lexicon Induction for Low Frequency Words EMNLP 2020
Attention is Not Only a Weight: Analyzing Transformers with Vector Norms EMNLP 2020
Probing Pretrained Language Models for Lexical Semantics EMNLP 2020
Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020