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Language Modeling

2,579 papers

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Papers

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
Deconstructing word embedding algorithms EMNLP 2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation EMNLP 2020
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020
TeaForN: Teacher-Forcing with N-grams EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation EMNLP 2020
An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs EMNLP 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning EMNLP 2020
Revisiting Representation Degeneration Problem in Language Modeling EMNLP 2020
PhoBERT: Pre-trained language models for Vietnamese EMNLP 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020
ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training EMNLP 2020
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition EMNLP 2020
LSTMs Compose—and Learn—Bottom-Up EMNLP 2020
Large Product Key Memory for Pretrained Language Models EMNLP 2020
Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing EMNLP 2020
The birth of Romanian BERT EMNLP 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020
Exploring BERT’s Sensitivity to Lexical Cues using Tests from Semantic Priming EMNLP 2020