Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised

27 August 2018

Papers citing "Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised"

37 / 37 papers shown

Title
Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo Abhinaba Bala Ashok Urlana Rahul Mishra Parameswari Krishnamurthy 30 2 0 25 Apr 2024
Polarity Calibration for Opinion Summarization Yuanyuan Lei Kaiqiang Song Sangwoo Cho Xiaoyang Wang Ruihong Huang Dong Yu 38 0 0 02 Apr 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 24 123 0 31 Jan 2024
A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection Thi-Nhung Nguyen Hoang Ngo Kiem-Hieu Nguyen Tuan-Dung Cao 37 0 0 16 Nov 2023
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization Yuchen Shen Xiaojun Wan 38 9 0 27 Oct 2023
Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language Models Michael Xieyang Liu Tongshuang Wu Tianying Chen Franklin Mingzhe Li A. Kittur Brad A. Myers LRM RALM 37 20 0 03 Oct 2023
Going beyond research datasets: Novel intent discovery in the industry setting Aleksandra Chrabrowa Tsimur Hadeliya D. Kajtoch Robert Mroczkowski Piotr Rybak 24 2 0 09 May 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 24 8 0 31 Jan 2023
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 31 24 0 19 Dec 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts Hongli Zhan Tiberiu Sosea Cornelia Caragea Junjie Li 43 5 0 22 Oct 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 49 7 0 15 Sep 2022
SETSum: Summarization and Visualization of Student Evaluations of Teaching Yinuo Hu Shiyue Zhang Viji Sathy A. Panter Joey Tianyi Zhou 30 4 0 08 Jul 2022
NEWTS: A Corpus for News Topic-Focused Summarization Seyed Ali Bahrainian Sheridan Feucht Carsten Eickhoff 74 24 0 31 May 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 19 24 0 04 May 2022
EntSUM: A Data Set for Entity-Centric Summarization Mounica Maddela Mayank Kulkarni Daniel Preoţiuc-Pietro 43 24 0 05 Apr 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 21 25 0 15 Mar 2022
Keyword Assisted Embedded Topic Model Bahareh Harandizadeh Hunter Priniski Fred Morstatter 26 22 0 22 Nov 2021
Fine-Grained Opinion Summarization with Minimal Supervision Suyu Ge Jiaxin Huang Yu Meng Sharon Wang Jiawei Han 121 2 0 17 Oct 2021
ASPECTNEWS: Aspect-Oriented Summarization of News Documents Ojas Ahuja Jiacheng Xu A. Gupta Kevin Horecka Greg Durrett 84 46 0 15 Oct 2021
Learning Opinion Summarizers by Selecting Informative Reviews Arthur Brazinskas Mirella Lapata Ivan Titov 53 29 0 09 Sep 2021
Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction Zeyu Li Wei Cheng Reema Kshetramade John Houser Haifeng Chen Wei Wang 25 5 0 07 Sep 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 21 27 0 15 Jun 2021
Identifying Helpful Sentences in Product Reviews Iftah Gamzu Hila Gonen Gilad Kutiel Ran Levy Eugene Agichtein 24 24 0 20 Apr 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 88 84 0 30 Jan 2021
Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis Reinald Kim Amplayo Yoshihiko Suhara Xiaolan Wang Mirella Lapata MQ 31 110 0 08 Dec 2020
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi Prashant Budania Peng Wang Chris Ackerson Raj Neervannan Graham Neubig 34 64 0 16 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 126 0 10 Nov 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan Lianhui Qin Eric Xing Zhiting Hu 22 38 0 14 Oct 2020
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding Jiaxin Huang Yu Meng Fang Guo Heng Ji Jiawei Han 48 28 0 13 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 36 17 0 06 Oct 2020
Massive Multi-Document Summarization of Product Reviews with Weak Supervision Ori Shapira Ran Levy ELM 36 12 0 22 Jul 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 16 30 0 03 May 2020
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 33 38 0 04 Apr 2020
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 22 125 0 06 Nov 2019
Rethinking Attribute Representation and Injection for Sentiment Classification Reinald Kim Amplayo AI4TS 27 28 0 26 Aug 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 34 18 0 19 Jul 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014