Extractive Opinion Summarization in Quantized Transformer Spaces

8 December 2020

Papers citing "Extractive Opinion Summarization in Quantized Transformer Spaces"

21 / 21 papers shown

Title
A Scalable Unsupervised Framework for multi-aspect labeling of Multilingual and Multi-Domain Review Data Jiin Park Misuk Kim 21 0 0 14 May 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 69 4 0 30 Oct 2024
SEAM: A Stochastic Benchmark for Multi-Document Tasks Gili Lior Avi Caciularu Arie Cattan Shahar Levy Ori Shapira Gabriel Stanovsky RALM 40 4 0 23 Jun 2024
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 29 7 0 14 Dec 2023
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization Arie Cattan Lilach Eden Yoav Kantor Roy Bar-Haim 15 10 0 06 Jun 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding Uri Shaham Maor Ivgi Avia Efrat Jonathan Berant Omer Levy VLM 30 126 0 23 May 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 22 8 0 31 Jan 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 37 7 0 21 Dec 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts Hongli Zhan Tiberiu Sosea Cornelia Caragea J. Li 41 5 0 22 Oct 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 47 7 0 15 Sep 2022
Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully Parag Jain Nancy F. Chen Mark Steedman VLM 16 11 0 01 Aug 2022
Comparative Snippet Generation Saurabh Jain Yisong Miao Min-Yen Kan 10 0 0 11 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
Survey of Aspect-based Sentiment Analysis Datasets Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 33 5 0 11 Apr 2022
EntSUM: A Data Set for Entity-Centric Summarization Mounica Maddela Mayank Kulkarni Daniel Preotiuc-Pietro 33 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
Learning Cluster Patterns for Abstractive Summarization Sung-Guk Jo Jeong-Jae Kim Byung-Won On 19 3 0 22 Feb 2022
Fine-Grained Opinion Summarization with Minimal Supervision Suyu Ge Jiaxin Huang Yu Meng Sharon Wang Jiawei Han 71 2 0 17 Oct 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 16 29 0 11 Sep 2021
Learning Opinion Summarizers by Selecting Informative Reviews Arthur Brazinskas Mirella Lapata Ivan Titov 45 29 0 09 Sep 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 13 27 0 15 Jun 2021