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Controllable Abstractive Summarization
v1v2 (latest)

Controllable Abstractive Summarization

14 November 2017
Angela Fan
David Grangier
Michael Auli
ArXiv (abs)PDFHTML

Papers citing "Controllable Abstractive Summarization"

50 / 155 papers shown
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
Xingwei He
Qianru Zhang
Pengfei Chen
Guanhua Chen
Linlin Yu
Yuan Yuan
Siu-Ming Yiu
217
0
0
18 Nov 2025
Reasoning-Guided Claim Normalization for Noisy Multilingual Social Media Posts
Reasoning-Guided Claim Normalization for Noisy Multilingual Social Media Posts
Manan Sharma
Arya Suneesh
Manish Jain
Pawan Kumar Rajpoot
Prasanna Devadiga
Bharatdeep Hazarika
Ashish Shrivastava
Kishan Gurumurthy
Anshuman B Suresh
Aditya U Baliga
117
0
0
07 Nov 2025
Controlling Summarization Length Through EOS Token Weighting
Zeno Belligoli
Emmanouil Stergiadis
Eran Fainman
Ilya Gusev
210
1
0
05 Jun 2025
Cross-Document Event-Keyed Summarization
Cross-Document Event-Keyed Summarization
William Walden
Pavlo Kuchmiichuk
Alexander Martin
Chihsheng Jin
Angela Cao
Claire Sun
Curisia Allen
Aaron Steven White
RALM
185
0
0
18 Oct 2024
CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization
CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization
Yixi Ding
Jiaying Wu
Tongyao Zhu
Yanxia Qin
Qian Liu
Min-Yen Kan
CoGe
215
0
0
16 Oct 2024
Improving Citation Text Generation: Overcoming Limitations in Length
  Control
Improving Citation Text Generation: Overcoming Limitations in Length Control
Biswadip Mandal
Xiangci Li
Jessica Ouyang
152
0
0
20 Jul 2024
Following Length Constraints in Instructions
Following Length Constraints in Instructions
Weizhe Yuan
Ilia Kulikov
Ping Yu
Kyunghyun Cho
Sainbayar Sukhbaatar
Jason Weston
Jing Xu
FaMLALM
207
33
0
25 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
223
8
0
20 Mar 2024
Event-Keyed Summarization
Event-Keyed SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
William Gantt
Alexander Martin
Pavlo Kuchmiichuk
Aaron Steven White
140
1
0
10 Feb 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific
  Communication Goals?
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals?
Marcio Fonseca
Shay B. Cohen
297
13
0
18 Jan 2024
From Chaos to Clarity: Claim Normalization to Empower Fact-Checking
From Chaos to Clarity: Claim Normalization to Empower Fact-CheckingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Megha Sundriyal
Tanmoy Chakraborty
Preslav Nakov
361
32
0
22 Oct 2023
Ask To The Point: Open-Domain Entity-Centric Question Generation
Ask To The Point: Open-Domain Entity-Centric Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuxiang Liu
Jie Huang
Kevin Chen-Chuan Chang
226
6
0
21 Oct 2023
Generating Summaries with Controllable Readability Levels
Generating Summaries with Controllable Readability LevelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Leonardo F. R. Ribeiro
Mohit Bansal
Markus Dreyer
232
28
0
16 Oct 2023
Toward Unified Controllable Text Generation via Regular Expression
  Instruction
Toward Unified Controllable Text Generation via Regular Expression InstructionInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Xin Zheng
Hongyu Lin
Xianpei Han
Le Sun
198
7
0
19 Sep 2023
Inducing Causal Structure for Abstractive Text Summarization
Inducing Causal Structure for Abstractive Text SummarizationInternational Conference on Information and Knowledge Management (CIKM), 2023
Luyao Chen
Ruqing Zhang
Wei Huang
Wei Chen
Jiafeng Guo
Xueqi Cheng
CML
218
3
0
24 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning
Prompt-Based Length Controlled Generation with Reinforcement Learning
Renlong Jie
Xiaojun Meng
Lifeng Shang
Xin Jiang
Qun Liu
305
15
0
23 Aug 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase
  Generation
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yixin Wan
Kuan-Hao Huang
Kai-Wei Chang
201
7
0
26 May 2023
Controlling keywords and their positions in text generation
Controlling keywords and their positions in text generationInternational Conference on Natural Language Generation (INLG), 2023
Yuichi Sasazawa
Terufumi Morishita
Hiroaki Ozaki
Osamu Imaichi
Yasuhiro Sogawa
392
2
0
19 Apr 2023
SASS: Data and Methods for Subject Aware Sentence Simplification
SASS: Data and Methods for Subject Aware Sentence Simplification
Bradford T. Windsor
Luke Martin
Anand Tyagi
115
0
0
26 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive
  Summarization
SPEC: Summary Preference Decomposition for Low-Resource Abstractive SummarizationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Yi-Syuan Chen
Yun-Zhu Song
Hong-Han Shuai
135
6
0
24 Mar 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
Advancing Multilingual Pre-training: TRIP Triangular Document-level
  Pre-training for Multilingual Language Models
Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models
Hongyuan Lu
Haoyang Huang
Shuming Ma
Dongdong Zhang
W. Lam
Furu Wei
205
4
0
15 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization
NarraSum: A Large-Scale Dataset for Abstractive Narrative SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chao Zhao
Faeze Brahman
Kaiqiang Song
Wenlin Yao
Dian Yu
Snigdha Chaturvedi
HILM
284
12
0
02 Dec 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation
AutoTemplate: A Simple Recipe for Lexically Constrained Text GenerationInternational Conference on Natural Language Generation (INLG), 2022
Hayate Iso
183
8
0
15 Nov 2022
Time-aware Prompting for Text Generation
Time-aware Prompting for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Shuyang Cao
Lu Wang
165
13
0
03 Nov 2022
Latent Prompt Tuning for Text Summarization
Latent Prompt Tuning for Text Summarization
Yubo Zhang
Xingxing Zhang
Xun Wang
Si-Qing Chen
Furu Wei
VLM
177
12
0
03 Nov 2022
SentBS: Sentence-level Beam Search for Controllable Summarization
SentBS: Sentence-level Beam Search for Controllable SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chenhui Shen
Liying Cheng
Lidong Bing
Yang You
Luo Si
271
12
0
26 Oct 2022
Referee: Reference-Free Sentence Summarization with Sharper
  Controllability through Symbolic Knowledge Distillation
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Melanie Sclar
Peter West
Sachin Kumar
Yulia Tsvetkov
Yejin Choi
148
22
0
25 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to
  Ranker and Retriever for Generative Commonsense Reasoning
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xingwei He
Yeyun Gong
Alex Jin
Weizhen Qi
Hang Zhang
Jian Jiao
Bartuer Zhou
Biao Cheng
Sm Yiu
Nan Duan
146
12
0
21 Oct 2022
Psychology-guided Controllable Story Generation
Psychology-guided Controllable Story GenerationInternational Conference on Computational Linguistics (COLING), 2022
Lei Shen
Yue Hu
Yunpeng Li
Guanqun Bi
Luxi Xing
Wei Peng
277
4
0
14 Oct 2022
Readability Controllable Biomedical Document Summarization
Readability Controllable Biomedical Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zheheng Luo
Qianqian Xie
Sophia Ananiadou
320
44
0
10 Oct 2022
FAST: Improving Controllability for Text Generation with Feedback Aware
  Self-Training
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
Junyi Chai
Reid Pryzant
Victor Ye Dong
Konstantin Golobokov
Chenguang Zhu
Yi Liu
251
7
0
06 Oct 2022
A Focused Study on Sequence Length for Dialogue Summarization
A Focused Study on Sequence Length for Dialogue Summarization
Sijin Yu
Chen Zhang
Chengwei Wei
Haizhou Li
245
8
0
24 Sep 2022
Improving the Faithfulness of Abstractive Summarization via Entity
  Coverage Control
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
Haopeng Zhang
Semih Yavuz
Wojciech Kry'sciñski
Kazuma Hashimoto
Yingbo Zhou
HILM
178
38
0
05 Jul 2022
Why is constrained neural language generation particularly challenging?
Why is constrained neural language generation particularly challenging?
Cristina Garbacea
Qiaozhu Mei
369
18
0
11 Jun 2022
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer
  Methods
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer MethodsInternational Conference on Language Resources and Evaluation (LREC), 2022
Tatiana Passali
Grigorios Tsoumakas
411
1
0
09 Jun 2022
NEWTS: A Corpus for News Topic-Focused Summarization
NEWTS: A Corpus for News Topic-Focused SummarizationFindings (Findings), 2022
Seyed Ali Bahrainian
Sheridan Feucht
Carsten Eickhoff
183
31
0
31 May 2022
"What makes a question inquisitive?" A Study on Type-Controlled
  Inquisitive Question Generation
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation
Lingyu Gao
Debanjan Ghosh
Kevin Gimpel
337
12
0
17 May 2022
Learning to Revise References for Faithful Summarization
Learning to Revise References for Faithful SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Griffin Adams
Han-Chin Shing
Q. Sun
C. Winestock
Kathleen McKeown
Noémie Elhadad
246
37
0
13 Apr 2022
EntSUM: A Data Set for Entity-Centric Summarization
EntSUM: A Data Set for Entity-Centric SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Mounica Maddela
Mayank Kulkarni
Daniel Preoţiuc-Pietro
194
28
0
05 Apr 2022
Controlling the Focus of Pretrained Language Generation Models
Controlling the Focus of Pretrained Language Generation ModelsFindings (Findings), 2022
Jiabao Ji
Yoon Kim
James R. Glass
Tianxing He
272
5
0
02 Mar 2022
Data-to-text Generation with Variational Sequential Planning
Data-to-text Generation with Variational Sequential PlanningTransactions of the Association for Computational Linguistics (TACL), 2022
Ratish Puduppully
Yao Fu
Mirella Lapata
219
24
0
28 Feb 2022
Unsupervised Multi-Granularity Summarization
Unsupervised Multi-Granularity SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ming Zhong
Yang Liu
Suyu Ge
Yuning Mao
Yizhu Jiao
Xingxing Zhang
Yichong Xu
Chenguang Zhu
Michael Zeng
Jiawei Han
297
9
0
29 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark
Naman Bansal
Mousumi Akter
Shubhra (Santu) Karmaker
143
0
0
14 Jan 2022
Isometric MT: Neural Machine Translation for Automatic Dubbing
Isometric MT: Neural Machine Translation for Automatic Dubbing
Surafel Melaku Lakew
Yogesh Virkar
Prashant Mathur
Marcello Federico
177
25
0
16 Dec 2021
Reinforced Abstractive Summarization with Adaptive Length Controlling
M. Song
Yi Feng
L. Jing
215
1
0
14 Dec 2021
Towards Generating Citation Sentences for Multiple References with
  Intent Control
Towards Generating Citation Sentences for Multiple References with Intent Control
Jia-yan Wu
A. Shieh
S. Hsu
Yun-Nung Chen
174
10
0
02 Dec 2021
Incorporating Question Answering-Based Signals into Abstractive
  Summarization via Salient Span Selection
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span SelectionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Daniel Deutsch
Dan Roth
222
7
0
15 Nov 2021
Lightweight Decoding Strategies for Increasing Specificity
Lightweight Decoding Strategies for Increasing Specificity
Katy Ilonka Gero
Chris Kedzie
S. Petridis
Lydia B. Chilton
98
1
0
22 Oct 2021
Unifying Cross-lingual Summarization and Machine Translation with
  Compression Rate
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate
Yu Bai
Heyan Huang
Kai Fan
Yang Gao
Yi-Bo Zhu
Jiaao Zhan
Zewen Chi
Boxing Chen
104
10
0
15 Oct 2021
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