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Language Modeling

2,579 papers

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Papers

Language Model Pre-Training with Sparse Latent Typing EMNLP 2022
Word Order Matters When You Increase Masking EMNLP 2022
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022
Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models EMNLP 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022
Differentially Private Language Models for Secure Data Sharing EMNLP 2022
RuCoLA: Russian Corpus of Linguistic Acceptability EMNLP 2022
Training Language Models with Memory Augmentation EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022
BERT in Plutarch’s Shadows EMNLP 2022
Fine-tuned Language Models are Continual Learners EMNLP 2022
A Survey of Active Learning for Natural Language Processing EMNLP 2022
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022
The Devil in Linear Transformer EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022
JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation EMNLP 2022
Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022
Algorithms for Weighted Pushdown Automata EMNLP 2022