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2012.04281
Cited By
CTRLsum: Towards Generic Controllable Text Summarization
8 December 2020
Junxian He
Wojciech Kry'sciñski
Bryan McCann
Nazneen Rajani
Caiming Xiong
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Papers citing
"CTRLsum: Towards Generic Controllable Text Summarization"
50 / 93 papers shown
Personalized Chain-of-Thought Summarization of Financial News for Investor Decision Support
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Mu Chen
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420
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Diversity Augmentation of Dynamic User Preference Data for Boosting Personalized Text Summarizers
Parthiv Chatterjee
Shivam Sonawane
Amey Hengle
Aditya Tanna
Sourish Dasgupta
Tanmoy Chakraborty
137
0
0
11 Oct 2025
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
Ankan Mullick
Sombit Bose
Rounak Saha
Ayan Kumar Bhowmick
Aditya Vempaty
Prasenjit Dey
Ravi Kokku
Pawan Goyal
Niloy Ganguly
283
1
0
13 Sep 2025
GenerationPrograms: Fine-grained Attribution with Executable Programs
David Wan
Eran Hirsch
Elias Stengel-Eskin
Ido Dagan
Mohit Bansal
271
2
0
17 Jun 2025
DiscoSum: Discourse-aware News Summarization
Alexander Spangher
Tenghao Huang
Jialiang Gu
Jiatong Shi
Muhao Chen
257
0
0
07 Jun 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users
Mehmet Samet Duran
Tevfik Aytekin
313
1
0
10 Mar 2025
WildIFEval: Instruction Following in the Wild
Gili Lior
Asaf Yehudai
Ariel Gera
L. Ein-Dor
485
6
0
09 Mar 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs
AAAI Conference on Artificial Intelligence (AAAI), 2024
Jiaxing Wu
Lin Ning
Luyang Liu
Harrison Lee
Neo Wu
Chao Wang
Sushant Prakash
S. O’Banion
Bradley Green
Jun Xie
467
10
0
20 Jan 2025
Hansel: Output Length Controlling Framework for Large Language Models
AAAI Conference on Artificial Intelligence (AAAI), 2024
Seoha Song
Junhyun Lee
Hyeonmok Ko
283
2
0
18 Dec 2024
CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization
Yixi Ding
Jiaying Wu
Tongyao Zhu
Yanxia Qin
Qian Liu
Min-Yen Kan
CoGe
289
0
0
16 Oct 2024
Extra Global Attention Designation Using Keyword Detection in Sparse Transformer Architectures
Evan Lucas
Dylan Kangas
Timothy C Havens
258
1
0
11 Oct 2024
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models
Neural Information Processing Systems (NeurIPS), 2024
Lemei Zhang
Peng Liu
Marcus Tiedemann Oekland Henriksboe
Even W. Lauvrak
J. Gulla
Heri Ramampiaro
332
5
0
04 Oct 2024
Large Language Models can be Strong Self-Detoxifiers
Ching-Yun Ko
Pin-Yu Chen
Payel Das
Youssef Mroueh
Soham Dan
Georgios Kollias
Subhajit Chaudhury
Tejaswini Pedapati
Luca Daniel
220
6
0
04 Oct 2024
Fine-grained length controllable video captioning with ordinal embeddings
IEEE Access (IEEE Access), 2024
Tomoya Nitta
Takumi Fukuzawa
Toru Tamaki
399
1
0
27 Aug 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization
Huyen Nguyen
Haihua Chen
Lavanya Pobbathi
Junhua Ding
ELM
280
24
0
30 Jun 2024
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization
Gauri Naik
Sharad Chandakacherla
S. Yadav
Md. Shad Akhtar
304
15
0
13 Jun 2024
Train & Constrain: Phonologically Informed Tongue-Twister Generation from Topics and Paraphrases
Tyler Loakman
Chen Tang
Chenghua Lin
413
5
0
20 Mar 2024
Information-Theoretic Distillation for Reference-less Summarization
Jaehun Jung
Ximing Lu
Liwei Jiang
Faeze Brahman
Peter West
Pang Wei Koh
Yejin Choi
298
9
0
20 Mar 2024
ProSwitch: Knowledge-Guided Instruction Tuning to Generate Professional and Non-Professional Styled Text
Chang Zong
Yuyan Chen
Weiming Lu
Jian Shao
Yueting Zhuang
463
1
0
14 Mar 2024
TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance
Weiqing Luo
Chonggang Song
Lingling Yi
Gong Cheng
266
10
0
11 Mar 2024
EROS: Entity-Driven Controlled Policy Document Summarization
Joykirat Singh
Sehban Fazili
Rohan Jain
Md. Shad Akhtar
247
2
0
29 Feb 2024
Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System
Feng Jiang
Kuang Wang
Haizhou Li
281
4
0
17 Jan 2024
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval
Griffin Adams
Jason Zucker
Noémie Elhadad
305
7
0
04 Jan 2024
A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
M. Gwilliam
Michael Cogswell
Meng Ye
Karan Sikka
Abhinav Shrivastava
Ajay Divakaran
3DV
325
1
1
30 Nov 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models
Yuhan Liu
Shangbin Feng
Xiaochuang Han
Vidhisha Balachandran
Chan Young Park
Sachin Kumar
Yulia Tsvetkov
DiffM
305
6
0
16 Nov 2023
Ask To The Point: Open-Domain Entity-Centric Question Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuxiang Liu
Jie Huang
Kevin Chen-Chuan Chang
279
6
0
21 Oct 2023
Instructive Dialogue Summarization with Query Aggregations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Bin Wang
Zhengyuan Liu
Nancy F. Chen
430
6
0
17 Oct 2023
Generating Summaries with Controllable Readability Levels
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Leonardo F. R. Ribeiro
Mohit Bansal
Markus Dreyer
255
34
0
16 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4
Natural Language Processing Journal (JNLP), 2023
Katikapalli Subramanyam Kalyan
LM&MA
AI4CE
LRM
AILaw
ELM
371
378
0
04 Oct 2023
Improving Emotional Expression and Cohesion in Image-Based Playlist Description and Music Topics: A Continuous Parameterization Approach
Yuelyu Ji
Yuheng Song
Wei Wang
Ruoyi Xu
Zhongqian Xie
Huiyun Liu
DiffM
277
1
0
02 Oct 2023
STRONG -- Structure Controllable Legal Opinion Summary Generation
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Yang Zhong
Diane Litman
ELM
AILaw
227
4
0
29 Sep 2023
Toward Unified Controllable Text Generation via Regular Expression Instruction
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Xin Zheng
Hongyu Lin
Xianpei Han
Le Sun
334
8
0
19 Sep 2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Griffin Adams
Alexander R. Fabbri
Faisal Ladhak
Eric Lehman
Noémie Elhadad
309
84
0
08 Sep 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiawen Xie
Pengyu Cheng
Xiao Liang
Yong Dai
Nan Du
338
17
0
25 Aug 2023
PromptSum: Parameter-Efficient Controllable Abstractive Summarization
Mathieu Ravaut
Hailin Chen
Ruochen Zhao
Chengwei Qin
Shafiq Joty
Nancy Chen
226
3
0
06 Aug 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis
International Conference on Natural Language Generation (INLG), 2023
Jan Trienes
Paul Youssef
Jorg Schlotterer
Christin Seifert
230
2
0
24 Jul 2023
Exploring the Landscape of Natural Language Processing Research
Recent Advances in Natural Language Processing (RANLP), 2023
Tim Schopf
Karim Arabi
Florian Matthes
556
19
0
20 Jul 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Dongqi Pu
Vera Demberg
DeLMO
291
80
0
13 Jun 2023
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback
Shengchao Liu
Zhenghao Hu
Yijin Yang
Chengpeng Wang
Ling Liu
Ziqiao Wang
Chaowei Xiao
LM&MA
KELM
AI4MH
307
44
0
29 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Griffin Adams
Alexander R. Fabbri
Faisal Ladhak
Kathleen McKeown
Noémie Elhadad
225
14
0
28 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yiming Wang
Zhuosheng Zhang
Rui Wang
346
129
0
22 May 2023
Summarization with Precise Length Control
Lesly Miculicich
Yujia Xie
Song Wang
Pengcheng He
274
4
0
09 May 2023
The Current State of Summarization
Fabian Retkowski
388
10
0
08 May 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation
Conference 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
337
12
0
28 Apr 2023
Controlling keywords and their positions in text generation
International Conference on Natural Language Generation (INLG), 2023
Yuichi Sasazawa
Terufumi Morishita
Hiroaki Ozaki
Osamu Imaichi
Yasuhiro Sogawa
459
3
0
19 Apr 2023
Modeling Complex Event Scenarios via Simple Entity-focused Questions
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Mahnaz Koupaee
Greg Durrett
Nathanael Chambers
Niranjan Balasubramanian
226
2
0
14 Feb 2023
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Dongmin Hyun
Xiting Wang
Chanyoung Park
Xing Xie
Hwanjo Yu
200
10
0
21 Dec 2022
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization
Wen Xiao
Lesly Miculicich
Yang Liu
Pengcheng He
Giuseppe Carenini
KELM
210
3
0
21 Dec 2022
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Artidoro Pagnoni
Alexander R. Fabbri
Wojciech Kry'sciñski
Chien-Sheng Wu
RALM
523
21
0
20 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yixin Liu
Alexander R. Fabbri
Pengfei Liu
Yilun Zhao
Linyong Nan
...
Simeng Han
Shafiq Joty
Chien-Sheng Wu
Caiming Xiong
Dragomir R. Radev
ALM
396
164
0
15 Dec 2022
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