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AQuaMuSe: Automatically Generating Datasets for Query-Based
  Multi-Document Summarization

AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization

23 October 2020
Sayali Kulkarni
Sheide Chammas
Wan Zhu
Fei Sha
Eugene Ie
    RALM
ArXiv (abs)PDFHTML

Papers citing "AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization"

39 / 39 papers shown
MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering
MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering
Seokwon Song
Minsu Park
Gunhee Kim
98
0
0
15 Nov 2025
A Unifying Scheme for Extractive Content Selection Tasks
A Unifying Scheme for Extractive Content Selection Tasks
Shmuel Amar
Ori Shapira
Aviv Slobodkin
Ido Dagan
144
0
0
22 Jul 2025
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
From Single to Multi: How LLMs Hallucinate in Multi-Document SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Catarina G. Belem
Pouya Pezeskhpour
Hayate Iso
Seiji Maekawa
Nikita Bhutani
Estevam R. Hruschka
HILM
354
11
0
17 Oct 2024
MoDEM: Mixture of Domain Expert Models
MoDEM: Mixture of Domain Expert ModelsAustralasian Language Technology Association Workshop (ALTA), 2024
Toby Simonds
Kemal Kurniawan
Jey Han Lau
MoE
266
6
0
09 Oct 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language
  Models
Learning Fine-Grained Grounded Citations for Attributed Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Lei Huang
Xiaocheng Feng
Weitao Ma
Yuxuan Gu
Weihong Zhong
...
Weijiang Yu
Weihua Peng
Duyu Tang
Dandan Tu
Bing Qin
HILM
281
6
0
08 Aug 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
461
18
0
29 Jun 2024
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024
  Retrieval-Augmented Generation Track
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track
Ronak Pradeep
Nandan Thakur
Sahel Sharifymoghaddam
Eric Zhang
Ryan Nguyen
Daniel Campos
Nick Craswell
Jimmy Lin
295
31
0
24 Jun 2024
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document
  Summarization
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization
Masafumi Enomoto
Kunihiro Takeoka
Kosuke Akimoto
Kiril Gashteovski
Masafumi Oyamada
RALM
170
1
0
18 Jun 2024
MDCR: A Dataset for Multi-Document Conditional Reasoning
MDCR: A Dataset for Multi-Document Conditional Reasoning
Peter Baile Chen
Yi Zhang
Chunwei Liu
Sejal Gupta
Yoon Kim
Michael Cafarella
173
2
0
17 Jun 2024
QFMTS: Generating Query-Focused Summaries over Multi-Table Inputs
QFMTS: Generating Query-Focused Summaries over Multi-Table InputsEuropean Conference on Artificial Intelligence (ECAI), 2024
Weijia Zhang
Vaishali Pal
Jia-Hong Huang
Evangelos Kanoulas
Maarten de Rijke
LMTD
281
10
0
08 May 2024
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels
Yukti Makhija
Priyanka Agrawal
Rishi Saket
A. Raghuveer
160
0
0
07 Apr 2024
Learning to Plan and Generate Text with Citations
Learning to Plan and Generate Text with CitationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Constanza Fierro
Reinald Kim Amplayo
Fantine Huot
Nicola De Cao
Joshua Maynez
Shashi Narayan
Mirella Lapata
283
31
0
04 Apr 2024
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions
  for RAG systems
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsTransactions of the Association for Computational Linguistics (TACL), 2024
Sara Rosenthal
Avirup Sil
Radu Florian
Salim Roukos
232
26
0
02 Apr 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
Hanlei Jin
Yang Zhang
Dan Meng
Jun Wang
Jinghua Tan
648
178
0
05 Mar 2024
NewsQs: Multi-Source Question Generation for the Inquiring Mind
NewsQs: Multi-Source Question Generation for the Inquiring Mind
Alyssa Hwang
Kalpit Dixit
Miguel Ballesteros
Yassine Benajiba
Vittorio Castelli
Markus Dreyer
Mohit Bansal
Kathleen McKeown
671
0
0
28 Feb 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional
  Questions for LLM Web Agents
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents
Corby Rosset
Ho-Lam Chung
Guanghui Qin
Ethan C. Chau
Zhuo Feng
Ahmed Hassan Awadallah
Jennifer Neville
Nikhil Rao
236
23
0
27 Feb 2024
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
246
17
0
07 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models
  Catching up?
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
Hailin Chen
Fangkai Jiao
Xingxuan Li
Chengwei Qin
Mathieu Ravaut
Ruochen Zhao
Caiming Xiong
Shafiq Joty
ELMCLLAI4MHLRMALM
361
31
0
28 Nov 2023
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with
  Weak Supervision on Sentence Classification
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification
Zhongfen Deng
Seunghyun Yoon
Trung Bui
Franck Dernoncourt
Quan Tran
Shuaiqi Liu
Wenting Zhao
Tao Zhang
Yibo Wang
Philip S. Yu
163
2
0
07 Nov 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization
ODSum: New Benchmarks for Open Domain Multi-Document Summarization
Yijie Zhou
Kejian Shi
Wencai Zhang
Yixin Liu
Yilun Zhao
Arman Cohan
RALM
245
4
0
16 Sep 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
164
12
0
30 May 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional
  Generation
Text-Blueprint: An Interactive Platform for Plan-based Conditional GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Fantine Huot
Joshua Maynez
Shashi Narayan
Reinald Kim Amplayo
Kuzman Ganchev
Annie Louis
Anders Sandholm
Dipanjan Das
Mirella Lapata
295
9
0
28 Apr 2023
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive
  Summarization Based on Debatepedia
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia
Md Tahmid Rahman Laskar
Mizanur Rahman
Israt Jahan
Enamul Hoque
J. Huang
179
11
0
31 Mar 2023
Exploring the Limits of ChatGPT for Query or Aspect-based Text
  Summarization
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
Xianjun Yang
Yan Li
Xinlu Zhang
Haifeng Chen
Wei Cheng
AI4MH
288
207
0
16 Feb 2023
Socratic Pretraining: Question-Driven Pretraining for Controllable
  Summarization
Socratic Pretraining: Question-Driven Pretraining for Controllable SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Artidoro Pagnoni
Alexander R. Fabbri
Wojciech Kry'sciñski
Chien-Sheng Wu
RALM
453
21
0
20 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization
OASum: Large-Scale Open Domain Aspect-based SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Xianjun Yang
Kaiqiang Song
Sangwoo Cho
Xiaoyang Wang
Xiaoman Pan
Linda R. Petzold
Dong Yu
RALM
208
27
0
19 Dec 2022
SumREN: Summarizing Reported Speech about Events in News
SumREN: Summarizing Reported Speech about Events in NewsAAAI Conference on Artificial Intelligence (AAAI), 2022
R. Reddy
Heba Elfardy
Hou Pong Chan
Kevin Small
Chenhui Xu
209
5
0
02 Dec 2022
Controlled Text Reduction
Controlled Text ReductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Aviv Slobodkin
Paul Roit
Eran Hirsch
Ori Ernst
Ido Dagan
191
12
0
24 Oct 2022
Conditional Generation with a Question-Answering Blueprint
Conditional Generation with a Question-Answering BlueprintTransactions of the Association for Computational Linguistics (TACL), 2022
Shashi Narayan
Joshua Maynez
Reinald Kim Amplayo
Kuzman Ganchev
Annie Louis
Fantine Huot
Anders Sandholm
Dipanjan Das
Mirella Lapata
285
56
0
01 Jul 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
SQuALITY: Building a Long-Document Summarization Dataset the Hard WayConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Alex Jinpeng Wang
Richard Yuanzhe Pang
Angelica Chen
Jason Phang
Samuel R. Bowman
225
55
0
23 May 2022
PREME: Preference-based Meeting Exploration through an Interactive
  Questionnaire
PREME: Preference-based Meeting Exploration through an Interactive QuestionnaireFindings (Findings), 2022
Negar Arabzadeh
Ali Ahmadvand
Julia Kiseleva
Yang Liu
Ahmed Hassan Awadallah
Ming Zhong
Milad Shokouhi
199
4
0
05 May 2022
Domain Adaptation with Pre-trained Transformers for Query Focused
  Abstractive Text Summarization
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text SummarizationComputational Linguistics (CL), 2021
Md Tahmid Rahman Laskar
Enamul Hoque
J. Huang
200
49
0
22 Dec 2021
Exploring Neural Models for Query-Focused Summarization
Exploring Neural Models for Query-Focused Summarization
Jesse Vig
Alexander R. Fabbri
Wojciech Kry'sciñski
Chien-Sheng Wu
Wenhao Liu
AI4TS
331
53
0
14 Dec 2021
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A
  Pilot Study
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study
Weijia Zhang
Svitlana Vakulenko
Thilina C. Rajapakse
Yumo Xu
Evangelos Kanoulas
RALM
191
6
0
14 Dec 2021
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow
  Articles
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
O. Boni
Guy Feigenblat
Guy Lev
Michal Shmueli-Scheuer
Benjamin Sznajder
D. Konopnicki
RALM
174
11
0
07 Oct 2021
SummerTime: Text Summarization Toolkit for Non-experts
SummerTime: Text Summarization Toolkit for Non-expertsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ansong Ni
Zhangir Azerbayev
Mutethia Mutuma
Troy Feng
Yusen Zhang
Tao Yu
Ahmed Hassan Awadallah
Dragomir R. Radev
257
11
0
29 Aug 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting
  Summarization
QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Ming Zhong
Da Yin
Tao Yu
A. Zaidi
Mutethia Mutuma
...
Ahmed Hassan Awadallah
Asli Celikyilmaz
Yang Liu
Xipeng Qiu
Dragomir R. Radev
RALM
304
422
0
13 Apr 2021
Multi-document Summarization via Deep Learning Techniques: A Survey
Multi-document Summarization via Deep Learning Techniques: A Survey
Congbo Ma
W. Zhang
Mingyu Guo
Hu Wang
Quan Z. Sheng
368
152
0
10 Nov 2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query
  Focused Multi-Document Abstractive Summarization
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive SummarizationInternational Conference on Computational Linguistics (COLING), 2020
Md Tahmid Rahman Laskar
Enamul Hoque
J. Huang
RALM
173
40
0
03 Nov 2020
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