Resources - Ljia1009/LING573_AutoMeta GitHub Wiki

  • Papers
  1. ORSUM: https://arxiv.org/abs/2305.14647
  2. MRED: https://aclanthology.org/2022.findings-acl.198/
  3. Survey on Controllable Text Summarization: https://aclanthology.org/2024.findings-acl.93/
  4. OpinionDigest: A Simple Framework for Opinion Summarization: https://aclanthology.org/2020.acl-main.513/
  5. Aspect-Controllable Opinion Summarization: https://aclanthology.org/2021.emnlp-main.528/
  6. Decision-Focused Summarization: https://aclanthology.org/2021.emnlp-main.10/
  7. PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization: https://paperswithcode.com/paper/primer-pyramid-based-masked-sentence-pre
  8. Proposition-Level Clustering for Multi-Document Summarization: https://paperswithcode.com/paper/a-proposition-level-clustering-approach-for
  • Dataset
  1. ORSUM: https://drive.google.com/drive/folders/14CXIUZWwPkoUQxVDcN8NLVOaYjwcPc-q
  2. Potential datasets on opinions summarization:
  • Models
  1. Pegasus: https://huggingface.co/docs/transformers/en/model_doc/pegasus
  2. BART-Large-CNN: https://huggingface.co/facebook/bart-large-cnn
  3. OLMo (by UW): https://huggingface.co/allenai/OLMo-2-0325-32B
  4. PRIMERA: https://huggingface.co/allenai/PRIMERA
  5. flan-t5-base: https://huggingface.co/google/flan-t5-base
  6. distilbart-cnn: https://huggingface.co/sshleifer/distilbart-cnn-12-6
  • Evaluation
  1. UniEval: https://github.com/maszhongming/UniEval | https://aclanthology.org/2022.emnlp-main.131.pdf
  • Computing Resources
  1. Hyak: https://depts.washington.edu/uwrcc/
  • Meeting Notes

https://docs.google.com/document/d/1EZAKzX6zAWyt4mgyHifwWLkL98gXtQ6bHctQtBOc2VE/edit?usp=sharing