language modeling

A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation NAACL 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 BabyLM Challenge: Experimenting with Self-Distillation and Reverse-Distillation for Language Model Pre-Training on Constrained Datasets CoNLL 2024 BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training CoNLL 2024 Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024 Cached Transformers: Improving Transformers with Differentiable Memory Cachde AAAI 2024 CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024 CheckersGPT: Learning World Models through Language Modeling ACL 2024 Chinese Spelling Correction as Rephrasing Language Model AAAI 2024 CoELM: Construction-Enhanced Language Modeling ACL 2024 CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training NeurIPS 2024 Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024 Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024 Conceptual Pacts for Reference Resolution Using Small, Dynamically Constructed Language Models: A Study in Puzzle Building Dialogues COLING 2024 Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 Could We Have Had Better Multilingual LLMs if English Was Not the Central Language? COLING 2024 Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks COLING 2024 Diffusion Guided Language Modeling ACL 2024 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution ICML 2024 Discrete Modeling via Boundary Conditional Diffusion Processes NeurIPS 2024 EIT: Enhanced Interactive Transformer ACL 2024 Evaluating Large Language Models via Linguistic Profiling EMNLP 2024 Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus EMNLP 2024 Experimental versus In-Corpus Variation in Referring Expression Choice COLING 2024 Exploring the Benefits of Tokenization of Discrete Acoustic Units Interspeech 2024