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  3. 2012.04443
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Extractive Opinion Summarization in Quantized Transformer Spaces

Extractive Opinion Summarization in Quantized Transformer Spaces

8 December 2020
Stefanos Angelidis
Reinald Kim Amplayo
Yoshihiko Suhara
Xiaolan Wang
Mirella Lapata
    MQ
ArXiv (abs)PDFHTML

Papers citing "Extractive Opinion Summarization in Quantized Transformer Spaces"

50 / 69 papers shown
OpinioRAG: Towards Generating User-Centric Opinion Highlights from Large-scale Online Reviews
OpinioRAG: Towards Generating User-Centric Opinion Highlights from Large-scale Online Reviews
Mir Tafseer Nayeem
Davood Rafiei
190
1
0
30 Aug 2025
The Variance Paradox: How AI Reduces Diversity but Increases Novelty
The Variance Paradox: How AI Reduces Diversity but Increases Novelty
Bijean Ghafouri
166
0
0
20 Aug 2025
Aspect-Based Opinion Summarization with Argumentation Schemes
Aspect-Based Opinion Summarization with Argumentation Schemes
Wendi Zhou
Ameer Saadat-Yazdi
Nadin Kökciyan
252
0
0
11 Jun 2025
A Scalable Unsupervised Framework for multi-aspect labeling of Multilingual and Multi-Domain Review Data
A Scalable Unsupervised Framework for multi-aspect labeling of Multilingual and Multi-Domain Review Data
Jiin Park
Misuk Kim
354
1
0
14 May 2025
Lost in Transmission: When and Why LLMs Fail to Reason Globally
Lost in Transmission: When and Why LLMs Fail to Reason Globally
Tobias Schnabel
Kiran Tomlinson
Adith Swaminathan
Jennifer Neville
LRM
766
4
0
13 May 2025
A Survey on Transformer Context Extension: Approaches and Evaluation
A Survey on Transformer Context Extension: Approaches and Evaluation
Yijun Liu
Jinzheng Yu
Yang Xu
Zhongyang Li
Qingfu Zhu
LLMAG
578
15
0
17 Mar 2025
Q-STRUM Debate: Query-Driven Contrastive Summarization for Recommendation Comparison
Q-STRUM Debate: Query-Driven Contrastive Summarization for Recommendation ComparisonAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
George Saad
Scott Sanner
237
0
0
18 Feb 2025
Instance-Aware Graph Prompt Learning
Instance-Aware Graph Prompt Learning
Jiazheng Li
Jundong Li
Chuxu Zhang
VLM
360
7
0
26 Nov 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
MDCure: A Scalable Pipeline for Multi-Document Instruction-FollowingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Gabrielle Kaili-May Liu
Bowen Shi
Avi Caciularu
Idan Szpektor
Arman Cohan
821
11
0
30 Oct 2024
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yu-Chen Lin
Wei-Hua Li
Jun-Cheng Chen
Chu-Song Chen
329
2
0
10 Oct 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long
  Context Evaluation Tasks
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks
Zi Yang
260
2
0
10 Sep 2024
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
Omer Goldman
Alon Jacovi
Aviv Slobodkin
Aviya Maimon
Ido Dagan
Reut Tsarfaty
533
20
0
29 Jun 2024
SEAM: A Stochastic Benchmark for Multi-Document Tasks
SEAM: A Stochastic Benchmark for Multi-Document Tasks
Gili Lior
Avi Caciularu
Arie Cattan
Shahar Levy
Ori Shapira
Gabriel Stanovsky
RALM
276
10
0
23 Jun 2024
AspirinSum: an Aspect-based utility-preserved de-identification
  Summarization framework
AspirinSum: an Aspect-based utility-preserved de-identification Summarization framework
Ya-Lun Li
266
0
0
20 Jun 2024
Distilling Opinions at Scale: Incremental Opinion Summarization using
  XL-OPSUMM
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM
Sri Raghava Muddu
Rupasai Rangaraju
Tejpalsingh Siledar
Swaroop Nath
Pushpak Bhattacharyya
...
Suman Banerjee
Amey Patil
M. Chelliah
Sudhanshu Singh
Nikesh Garera
ELMLRM
293
1
0
16 Jun 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization
Xiaobo Guo
Soroush Vosoughi
236
1
0
05 Jun 2024
SnapKV: LLM Knows What You are Looking for Before Generation
SnapKV: LLM Knows What You are Looking for Before Generation
Yuhong Li
Yingbing Huang
Bowen Yang
Bharat Venkitesh
Acyr Locatelli
Hanchen Ye
Tianle Cai
Patrick Lewis
Deming Chen
VLM
537
470
0
22 Apr 2024
Product Description and QA Assisted Self-Supervised Opinion
  Summarization
Product Description and QA Assisted Self-Supervised Opinion Summarization
Tejpalsingh Siledar
Rupasai Rangaraju
Sankara Sri Raghava Ravindra Muddu
Suman Banerjee
Amey Patil
Sudhanshu Singh
M. Chelliah
Nikesh Garera
Swaprava Nath
Pushpak Bhattacharyya
RALM
269
11
0
08 Apr 2024
Polarity Calibration for Opinion Summarization
Polarity Calibration for Opinion SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yuanyuan Lei
Kaiqiang Song
Sangwoo Cho
Xiaoyang Wang
Ruihong Huang
Dong Yu
274
2
0
02 Apr 2024
Rationale-based Opinion Summarization
Rationale-based Opinion Summarization
Haoyuan Li
Snigdha Chaturvedi
387
7
0
30 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization
ReflectSumm: A Benchmark for Course Reflection Summarization
Yang Zhong
Mohamed S. Elaraby
Diane Litman
A. Butt
Muhsin Menekse
253
3
0
27 Mar 2024
STRUM-LLM: Attributed and Structured Contrastive Summarization
STRUM-LLM: Attributed and Structured Contrastive Summarization
Beliz Gunel
James Bradley Wendt
Jing Xie
Yichao Zhou
Nguyen Vo
Zachary Fisher
Sandeep Tata
161
6
0
25 Mar 2024
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization
Tom Hosking
Hao Tang
Mirella Lapata
355
10
0
01 Mar 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in
  Disordered Texts
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts
Xiaobo Guo
Soroush Vosoughi
322
6
0
16 Feb 2024
An Empirical Analysis of Diversity in Argument Summarization
An Empirical Analysis of Diversity in Argument Summarization
Michiel van der Meer
Piek T. J. M. Vossen
Catholijn M. Jonker
P. Murukannaiah
325
10
0
02 Feb 2024
Incremental Extractive Opinion Summarization Using Cover Trees
Incremental Extractive Opinion Summarization Using Cover Trees
Somnath Basu Roy Chowdhury
Nicholas Monath
Kumar Avinava Dubey
Manzil Zaheer
Andrew McCallum
Amr Ahmed
Snigdha Chaturvedi
350
5
0
16 Jan 2024
Zebra: Extending Context Window with Layerwise Grouped Local-Global
  Attention
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention
Kaiqiang Song
Xiaoyang Wang
Sangwoo Cho
Xiaoman Pan
Dong Yu
307
7
0
14 Dec 2023
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization
Shmuel Amar
Liat Schiff
Ori Ernst
Asi Shefer
Ori Shapira
Ido Dagan
308
18
0
07 Dec 2023
Reinforcement Replaces Supervision: Query focused Summarization using
  Deep Reinforcement Learning
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Swaroop Nath
H. Khadilkar
Pushpak Bhattacharyya
OffRL
178
0
0
29 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and
  Prospects -- A Survey
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Ashok Urlana
Pruthwik Mishra
Tathagato Roy
Rahul Mishra
390
19
0
15 Nov 2023
LooGLE: Can Long-Context Language Models Understand Long Contexts?
LooGLE: Can Long-Context Language Models Understand Long Contexts?
Jiaqi Li
Minghua Yi
Zilong Zheng
Muhan Zhang
ELMRALM
415
222
0
08 Nov 2023
Automatically Evaluating Opinion Prevalence in Opinion Summarization
Automatically Evaluating Opinion Prevalence in Opinion Summarization
Christopher Malon
220
1
0
26 Jul 2023
L-Eval: Instituting Standardized Evaluation for Long Context Language
  Models
L-Eval: Instituting Standardized Evaluation for Long Context Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Chen An
Shansan Gong
Ming Zhong
Xingjian Zhao
Mukai Li
Jun Zhang
Lingpeng Kong
Xipeng Qiu
ELMALM
552
227
0
20 Jul 2023
From Key Points to Key Point Hierarchy: Structured and Expressive
  Opinion Summarization
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Arie Cattan
Lilach Eden
Yoav Kantor
Roy Bar-Haim
203
11
0
06 Jun 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers
Concise Answers to Complex Questions: Summarization of Long-form AnswersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Abhilash Potluri
Fangyuan Xu
Eunsol Choi
ELM
239
12
0
30 May 2023
AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization
AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization
Guan-Hua Wang
Weihua Li
E. Lai
Quan-wei Bai
220
0
0
26 May 2023
Scientific Opinion Summarization: Paper Meta-review Generation Dataset,
  Methods, and Evaluation
Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation
Qi Zeng
Mankeerat Sidhu
Ansel Blume
Hou Pong Chan
Lu Wang
Heng Ji
291
13
0
24 May 2023
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment
  Triplet Extraction
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction
Yew Ken Chia
Hui Chen
Wei Han
Guizhen Chen
Sharifah Mahani Aljunied
Soujanya Poria
Lidong Bing
246
4
0
23 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Uri Shaham
Maor Ivgi
Avia Efrat
Jonathan Berant
Omer Levy
VLM
535
180
0
23 May 2023
"What do others think?": Task-Oriented Conversational Modeling with
  Subjective Knowledge
"What do others think?": Task-Oriented Conversational Modeling with Subjective KnowledgeSIGDIAL Conferences (SIGDIAL), 2023
Chao Zhao
Spandana Gella
Seokhwan Kim
Di Jin
Devamanyu Hazarika
Alexandros Papangelis
Behnam Hedayatnia
Mahdi Namazifar
Yang Liu
Dilek Z. Hakkani-Tür
249
12
0
20 May 2023
Attributable and Scalable Opinion Summarization
Attributable and Scalable Opinion SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Tom Hosking
Hao Tang
Mirella Lapata
207
10
0
19 May 2023
Recent Trends in Unsupervised Summarization
Recent Trends in Unsupervised Summarization
Mohammad Khosravani
Amine Trabelsi
216
0
0
18 May 2023
Cone: Unsupervised Contrastive Opinion Extraction
Cone: Unsupervised Contrastive Opinion ExtractionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Runcong Zhao
Lin Gui
Yulan He
SSL
142
2
0
08 May 2023
Simple Yet Effective Synthetic Dataset Construction for Unsupervised
  Opinion Summarization
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion SummarizationFindings (Findings), 2023
Minghan Shen
Jie Ma
Shuai Wang
Yogarshi Vyas
Kalpit Dixit
Miguel Ballesteros
Yassine Benajiba
211
7
0
21 Mar 2023
Do Multi-Document Summarization Models Synthesize?
Do Multi-Document Summarization Models Synthesize?Transactions of the Association for Computational Linguistics (TACL), 2023
Jay DeYoung
Stephanie C. Martinez
Iain J. Marshall
Byron C. Wallace
347
17
0
31 Jan 2023
OpineSum: Entailment-based self-training for abstractive opinion
  summarization
OpineSum: Entailment-based self-training for abstractive opinion summarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Annie Louis
Joshua Maynez
335
9
0
21 Dec 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social
  Media Posts
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media PostsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hongli Zhan
Tiberiu Sosea
Cornelia Caragea
Junjie Li
157
6
0
22 Oct 2022
Bias-Aware Design for Informed Decisions: Raising Awareness of
  Self-Selection Bias in User Ratings and Reviews
Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews
Qian Zhu
Leo Yu-Ho Lo
Meng Xia
Zixin Chen
Xiaojuan Ma
179
24
0
19 Sep 2022
Unsupervised Opinion Summarization Using Approximate Geodesics
Unsupervised Opinion Summarization Using Approximate Geodesics
Somnath Basu Roy Chowdhury
Nicholas Monath
Kumar Avinava Dubey
Amr Ahmed
Snigdha Chaturvedi
240
8
0
15 Sep 2022
Template-based Abstractive Microblog Opinion Summarisation
Template-based Abstractive Microblog Opinion SummarisationTransactions of the Association for Computational Linguistics (TACL), 2022
I. Bilal
Bo Wang
Adam Tsakalidis
Dong Nguyen
Rob Procter
Maria Liakata
351
21
0
08 Aug 2022
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