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Language Modeling

1090 directly classified papers

Papers per year

Papers

Lexical Generalization Improves with Larger Models and Longer Training EMNLP 2022
You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
Baked-in State Probing EMNLP 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
Contextual Representation Learning beyond Masked Language Modeling ACL 2022
KinyaBERT: a Morphology-aware Kinyarwanda Language Model ACL 2022
Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models ACL 2022
Knowledge Neurons in Pretrained Transformers ACL 2022
TimeLMs: Diachronic Language Models from Twitter ACL 2022
“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ACL 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ACL 2022
Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022
A Neural Model for Compositional Word Embeddings and Sentence Processing ACL 2022
Closing the NLP Gap: Documentary Linguistics and NLP Need a Shared Software Infrastructure ACL 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022
Entailment Semantics Can Be Extracted from an Ideal Language Model EMNLP 2022