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Language Modeling

2,579 papers

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Papers

Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models EMNLP 2021
Efficient Nearest Neighbor Language Models EMNLP 2021
IGA: An Intent-Guided Authoring Assistant EMNLP 2021
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks EMNLP 2021
Generating Datasets with Pretrained Language Models EMNLP 2021
Numeracy enhances the Literacy of Language Models EMNLP 2021
MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021
Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP 2021
Text Detoxification using Large Pre-trained Neural Models EMNLP 2021
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience EMNLP 2021
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT EMNLP 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation EMNLP 2021
Distilling Relation Embeddings from Pretrained Language Models EMNLP 2021
Language Models are Few-Shot Butlers EMNLP 2021
Value-aware Approximate Attention EMNLP 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
“Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models EMNLP 2021
Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021
Rationales for Sequential Predictions EMNLP 2021
Studying word order through iterative shuffling EMNLP 2021
PermuteFormer: Efficient Relative Position Encoding for Long Sequences EMNLP 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021