ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
Few-shot learning framework for opinion summarization published at EMNLP 2020.
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
☘️ Code for Convex Aggregation for Opinion Summarization (Iso et al; Findings of EMNLP 2021)
[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization
🥥 Code & Data for Comparative Opinion Summarization via Collaborative Decoding (Iso et al; Findings of ACL 2022)
[ACL2020] Unsupervised Opinion Summarization with Noising and Denoising
Hercules: Attributable and Scalable Opinion Summarization (ACL 2023)
Capstone project for The Data Incubator ('18). Plots SCOTUS vs. public opinion polarity over time given keywords.
🍷 Code for Noisy Pairing and Partial Supervision for Stylized Opinion Summarization (Iso et al; INLG 2024)
[ACL 2025 Findings] Decomposed Opinion Summarization with Verified Aspect-Aware Modules
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