rajeshidumalla/nlp-papers

Collections of NLP Papers in my to-read list

nlp-papers

NLP papers to read

Reviews:

• Foundation Models for Decision Making: Problems, Methods, and Opportunities https://arxiv.org/pdf/2303.04129.pdf
• A survey of Generative AI Applications https://arxiv.org/abs/2306.02781

Transformers:

• One Wide Feedforward is All You Need https://arxiv.org/pdf/2309.01826.pdf

Seq2Seq:

• Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity https://arxiv.org/pdf/2101.03961v3.pdf

  Machine Translation:

  • No Language Left Behind: Scaling Human-Centered Machine Translation https://arxiv.org/pdf/2207.04672.pdf
  • BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages https://arxiv.org/pdf/2305.18098.pdf

  Semantic Parsing:

  • Semantic Parsing for Task Oriented Dialogusing Hierarchical Representations https://aclanthology.org/D18-1300.pdf
  • Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing https://arxiv.org/pdf/2010.03546v1.pdf
  • Don’t Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing https://arxiv.org/pdf/2001.11458.pdf

Causal Inference

• Causal Reasoning and Large Language Models: Opening a New Frontier for Causality https://arxiv.org/pdf/2305.00050.pdf

smell2text

• A Principal Odor Map Unifies Diverse Tasks in Human Olfactory Perception https://www.biorxiv.org/content/10.1101/2022.09.01.504602v2.full.pdf