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Language Modeling

1090 directly classified papers

Papers per year

Papers

A Simple and Effective Positional Encoding for Transformers EMNLP 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021
Sociolectal Analysis of Pretrained Language Models EMNLP 2021
Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021
Paraphrase Generation: A Survey of the State of the Art EMNLP 2021
Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021
Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models EMNLP 2021
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
Generating Datasets with Pretrained Language Models EMNLP 2021
MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience EMNLP 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords 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
Types of Out-of-Distribution Texts and How to Detect Them EMNLP 2021
Self-training with Few-shot Rationalization EMNLP 2021
N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021
SPRING Goes Online: End-to-End AMR Parsing and Generation EMNLP 2021
Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021
Span Fine-tuning for Pre-trained Language Models EMNLP 2021