Language Modeling

ConnecTone: a modular AAC system prototype with contextual generative text prediction and style-adaptive conversational TTS Interspeech 2024 Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024 Co-occurrence is not Factual Association in Language Models NeurIPS 2024 Cross-Linguistic Processing of Non-Compositional Expressions in Slavic Languages COLING 2024 Customized Style Transfer using Discrete Sampling EMNLP 2024 Customizing Language Models with Instance-wise LoRA for Sequential Recommendation NeurIPS 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024 DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 Deidentifying a Norwegian Clinical Corpus - an Effort to Create a Privacy-preserving Norwegian Large Clinical Language Model EACL 2024 DE-Lite - a New Corpus of Easy German: Compilation, Exploration, Analysis EACL 2024 Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NeurIPS 2024 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024 Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models ACL 2024 Detecting Mode Collapse in Language Models via Narration EACL 2024 Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024 diff History for Neural Language Agents ICML 2024 Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NeurIPS 2024 Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024 DistiLLM: Towards Streamlined Distillation for Large Language Models ICML 2024 Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization EACL 2024 Does Writing with Language Models Reduce Content Diversity? ICLR 2024 Do Language Models Exhibit Human-like Structural Priming Effects? ACL 2024 Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates ICML 2024