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How well do you know your summarization datasets?

How well do you know your summarization datasets?

21 June 2021
Priyam Tejaswin
Dhruv Naik
Peng Liu
ArXivPDFHTML

Papers citing "How well do you know your summarization datasets?"

16 / 16 papers shown
Title
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
Borui Xu
Yao Chen
Zeyi Wen
Weiguo Liu
Bingsheng He
64
1
0
02 Feb 2025
The State and Fate of Summarization Datasets: A Survey
The State and Fate of Summarization Datasets: A Survey
Noam Dahan
Gabriel Stanovsky
HILM
42
0
0
07 Nov 2024
Are We Done with MMLU?
Are We Done with MMLU?
Aryo Pradipta Gema
Joshua Ong Jun Leang
Giwon Hong
Alessio Devoto
Alberto Carlo Maria Mancino
...
R. McHardy
Joshua Harris
Jean Kaddour
Emile van Krieken
Pasquale Minervini
ELM
52
29
0
06 Jun 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew
Tzuf Paz-Argaman
Itai Mondshine
Asaf Achi Mordechai
Reut Tsarfaty
27
2
0
06 Jun 2024
Information-Theoretic Distillation for Reference-less Summarization
Information-Theoretic Distillation for Reference-less Summarization
Jaehun Jung
Ximing Lu
Liwei Jiang
Faeze Brahman
Peter West
Pang Wei Koh
Yejin Choi
28
3
0
20 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific
  Publications
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications
Sotaro Takeshita
Tommaso Green
Ines Reinig
Kai Eckert
Simone Paolo Ponzetto
21
11
0
08 Mar 2024
Can LMs Generalize to Future Data? An Empirical Analysis on Text
  Summarization
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization
C. Cheang
Hou Pong Chan
Derek F. Wong
Xuebo Liu
Zhao Li
Yanming Sun
Shudong Liu
Lidia S. Chao
189
6
0
03 May 2023
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity
Chengwen Wang
Qingxiu Dong
Xiaochen Wang
Haitao Wang
Zhifang Sui
XAI
11
3
0
19 Dec 2022
Evaluating the Factual Consistency of Large Language Models Through News
  Summarization
Evaluating the Factual Consistency of Large Language Models Through News Summarization
Derek Tam
Anisha Mascarenhas
Shiyue Zhang
Sarah Kwan
Mohit Bansal
Colin Raffel
HILM
10
96
0
15 Nov 2022
How Far are We from Robust Long Abstractive Summarization?
How Far are We from Robust Long Abstractive Summarization?
Huan Yee Koh
Jiaxin Ju
He Zhang
Ming Liu
Shirui Pan
HILM
23
39
0
30 Oct 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and
  Metrics
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics
Huan Yee Koh
Jiaxin Ju
Ming Liu
Shirui Pan
73
122
0
03 Jul 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
Alex Jinpeng Wang
Richard Yuanzhe Pang
Angelica Chen
Jason Phang
Samuel R. Bowman
72
44
0
23 May 2022
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in
  Abstractive Summarization
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization
Prafulla Kumar Choubey
Alexander R. Fabbri
Jesse Vig
Chien-Sheng Wu
Wenhao Liu
Nazneen Rajani
HILM
14
16
0
14 Oct 2021
Can We Automate Scientific Reviewing?
Can We Automate Scientific Reviewing?
Weizhe Yuan
Pengfei Liu
Graham Neubig
73
83
0
30 Jan 2021
Text Summarization with Pretrained Encoders
Text Summarization with Pretrained Encoders
Yang Liu
Mirella Lapata
MILM
254
1,428
0
22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for
  Extractive Summarization of Documents
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents
Ramesh Nallapati
Feifei Zhai
Bowen Zhou
207
1,252
0
14 Nov 2016
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