language modeling

Performance Implications of Using Unrepresentative Corpora in Arabic Natural Language Processing EMNLP 2023 PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023 Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning ACL 2023 Pre-Training to Learn in Context ACL 2023 Provable Memorization Capacity of Transformers ICLR 2023 RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023 RWKV: Reinventing RNNs for the Transformer Era EMNLP 2023 Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023 SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition AAAI 2023 Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study ACL 2023 Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models ACL 2023 The CRINGE Loss: Learning what language not to model ACL 2023 The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications NeurIPS 2023 The Past, Present, and Future of Typological Databases in NLP EMNLP 2023 The Surprising Computational Power of Nondeterministic Stack RNNs ICLR 2023 The Turing Quest: Can Transformers Make Good NPCs? ACL 2023 Toeplitz Neural Network for Sequence Modeling ICLR 2023 Toolformer: Language Models Can Teach Themselves to Use Tools NeurIPS 2023 Tractable Control for Autoregressive Language Generation ICML 2023 Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023 Training-free Neural Architecture Search for RNNs and Transformers ACL 2023 TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023 TrelBERT: A pre-trained encoder for Polish Twitter EACL 2023 Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023 Visually-Augmented Language Modeling ICLR 2023