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Language Modeling

1624 directly classified papers

Papers per year

Papers

Data Augmentation with Dual Training for Offensive Span Detection NAACL 2022
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks INTERSPEECH 2022
LaMemo: Language Modeling with Look-Ahead Memory NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022
Leashing the Inner Demons: Self-Detoxification for Language Models AAAI 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
Causal Distillation for Language Models NAACL 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
GenIE: Generative Information Extraction NAACL 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022
Semantic-based Pre-training for Dialogue Understanding COLING 2022
Open-Domain Dialog Evaluation Using Follow-Ups Likelihood COLING 2022
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings ACL 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data 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
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022
Entailment Semantics Can Be Extracted from an Ideal Language Model EMNLP 2022
Human Language Modeling ACL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022
Differentially Private Language Models for Secure Data Sharing EMNLP 2022
Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation NAACL 2022