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Language Modeling

1090 directly classified papers

Papers per year

Papers

Larger-Scale Transformers for Multilingual Masked Language Modeling ACL 2021
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings ACL 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models ACL 2021
MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology ACL 2021
HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021
Intrinsic evaluation of language models for code-switching EMNLP 2021
On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021
Natural Language Processing 4 All (NLP4All): A New Online Platform for Teaching and Learning NLP Concepts NAACL 2021
Pedagogical Principles in the Online Teaching of Text Mining: A Retrospection NAACL 2021
Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp NAACL 2021
A Crash Course on Ethics for Natural Language Processing NAACL 2021
What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity NAACL 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study IJCNLP 2021
When Do You Need Billions of Words of Pretraining Data? IJCNLP 2021
A Targeted Assessment of Incremental Processing in Neural Language Models and Humans IJCNLP 2021
Examining the Inductive Bias of Neural Language Models with Artificial Languages IJCNLP 2021
A Cognitive Regularizer for Language Modeling IJCNLP 2021
Multidomain Pretrained Language Models for Green NLP EACL 2021
Contrasting distinct structured views to learn sentence embeddings EACL 2021
Evaluating language models for the retrieval and categorization of lexical collocations EACL 2021
PolyLM: Learning about Polysemy through Language Modeling EACL 2021
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models EACL 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021