Language Modeling

Reasoning Like Program Executors EMNLP 2022 Recurrent Memory Transformer NeurIPS 2022 Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio NAACL 2022 Regularized Training of Nearest Neighbor Language Models NAACL 2022 Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022 Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022 Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022 Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation COLING 2022 Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022 Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022 RuCoLA: Russian Corpus of Linguistic Acceptability EMNLP 2022 SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022 SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features AACL 2022 Scaling Language Model Size in Cross-Device Federated Learning ACL 2022 Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022 Segmenting Numerical Substitution Ciphers EMNLP 2022 Selective Differential Privacy for Language Modeling NAACL 2022 Self-Normalized Importance Sampling for Neural Language Modeling Interspeech 2022 Semantic-based Pre-training for Dialogue Understanding COLING 2022 Semantic-Preserving Adversarial Code Comprehension COLING 2022 Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models AACL 2022 Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022 Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022