Unsupervised Abstractive Opinion Summarization by Generating Sentences
with Tree-Structured Topic Guidance

Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance

15 June 2021

Danushka Bollegala

Papers citing "Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance"

17 / 17 papers shown

Title
Rationale-based Opinion Summarization Haoyuan Li Snigdha Chaturvedi 52 4 0 30 Mar 2024
Incremental Extractive Opinion Summarization Using Cover Trees Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Manzil Zaheer Andrew McCallum Amr Ahmed Snigdha Chaturvedi 34 3 0 16 Jan 2024
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization Yuchen Shen Xiaojun Wan 30 9 0 27 Oct 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets Han Jiang Rui Wang Zhihua Wei Yu Li Xinpeng Wang 37 4 0 20 Oct 2023
Automatically Evaluating Opinion Prevalence in Opinion Summarization Christopher Malon 9 1 0 26 Jul 2023
Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization M. Trabelsi H. Uzunalioglu 11 1 0 07 Jun 2023
Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation Qi Zeng Mankeerat Sidhu Ansel Blume Hou Pong Chan Lu Wang Heng Ji 32 9 0 24 May 2023
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization Minghan Shen Jie Ma Shuai Wang Yogarshi Vyas Kalpit Dixit Miguel Ballesteros Yassine Benajiba 28 6 0 21 Mar 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 40 7 0 21 Dec 2022
Prompted Opinion Summarization with GPT-3.5 Adithya Bhaskar Alexander R. Fabbri Greg Durrett ELM 11 51 0 29 Nov 2022
Noisy Pairing and Partial Supervision for Opinion Summarization Hayate Iso Xiaolan Wang Yoshihiko Suhara AI4TS 11 2 0 16 Nov 2022
Template-based Abstractive Microblog Opinion Summarisation I. Bilal Bo Wang Adam Tsakalidis Dong Nguyen Rob Procter M. Liakata 22 10 0 08 Aug 2022
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews Reinald Kim Amplayo Arthur Bravzinskas Yoshihiko Suhara Xiaolan Wang Bing-Quan Liu 11 14 0 03 Jun 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 19 24 0 04 May 2022
Comparative Opinion Summarization via Collaborative Decoding Hayate Iso Xiaolan Wang Stefanos Angelidis Yoshihiko Suhara 59 22 0 14 Oct 2021
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,432 0 22 Aug 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015