Natural Language Processing

Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024 Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024 Scaling Laws for Linear Complexity Language Models EMNLP 2024 Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms NeurIPS 2024 Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task EMNLP 2024 Scaling Laws of RoPE-based Extrapolation ICLR 2024 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NeurIPS 2024 Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024 Scaling Properties of Speech Language Models EMNLP 2024 Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NeurIPS 2024 Scaling Sentence Embeddings with Large Language Models EMNLP 2024 Scaling Sign Language Translation NeurIPS 2024 Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024 Scaling Up Authorship Attribution NAACL 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 ScamSpot: Fighting Financial Fraud in Instagram Comments EACL 2024 SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024 Scansion-based Lyrics Generation COLING 2024 SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024 SceneTeller: Language-to-3D Scene Generation ECCV 2024 Scene Text Image Super-Resolution Based on Text-Conditional Diffusion Models WACV 2024 Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024 Schema-based Data Augmentation for Event Extraction COLING 2024 Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024