changwookjun/nlp-paper

A curated collection of NLP research papers organized by methodology (BERT variants, Transformer architectures, transfer learning) and downstream applications (QA, machine translation, sentiment analysis, NER, relation extraction). The repository structures papers across foundational models, architectural innovations for efficiency and long-range dependencies, analysis studies on transformer internals, multilingual and domain-specific variants, and emerging areas like large language models and multimodal approaches. Serves as a taxonomy-driven reference for tracking the evolution of pre-trained language models and their task-specific adaptations.

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