Language Modeling

A Model of the Language Process ACL 2026 An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal ACL 2026 Fast SceneScript: Fast and Accurate Language-Based 3D Scene Understanding via Multi-Token Prediction CVPR 2026 Function Words as Statistical Cues for Language Learning ACL 2026 On the Effect of Hyperparameters in Language Modeling for Computational Linguistics ACL 2026 Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling ACL 2026 Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025 Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025 ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering AAAI 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025 Kairos: Redefining Event and Time Prediction with Language Modeling ACML 2025 Language Models Largely Exhibit Human-like Constituent Ordering Preferences NAACL 2025 On the Sample Complexity of Next-Token Prediction AISTATS 2025 Selective Attention Improves Transformer ICLR 2025 Chinese Spelling Correction as Rephrasing Language Model AAAI 2024 CoELM: Construction-Enhanced Language Modeling ACL 2024 Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 On the Proper Treatment of Tokenization in Psycholinguistics EMNLP 2024 Pragmatic inference of scalar implicature by LLMs ACL 2024 Towards a theory of how the structure of language is acquired by deep neural networks NeurIPS 2024 A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023 DMLM: Descriptive Masked Language Modeling ACL 2023 Hints on the data for language modeling of synthetic languages with transformers ACL 2023 Long Range Language Modeling via Gated State Spaces ICLR 2023 The Surprising Computational Power of Nondeterministic Stack RNNs ICLR 2023