v1v2 (latest)

SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

7 April 2019

Christos Baziotis

Ion Androutsopoulos

Ioannis Konstas

Alexandros Potamianos

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Papers citing "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

41 / 41 papers shown

Title
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation Yen-Ju Lu Thomas Thebaud Laureano Moro-Velazquez Najim Dehak Jesus Villalba 124 1 0 29 Sep 2025
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 209 7 0 20 Mar 2024
Symbolic Autoencoding for Self-Supervised Sequence Learning Mohammad Hossein Amani Nicolas Mario Baldwin Amin Mansouri Martin Josifoski Maxime Peyrard Robert West 191 1 0 16 Feb 2024
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences Tatiana Passali Efstathios Chatzikyriakidis Stelios Andreadis Thanos G. Stavropoulos Anastasia Matonaki A. Fachantidis Grigorios Tsoumakas 199 2 0 08 Dec 2023
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience VisualizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Seonglae Cho Yonggi Cho HoonJae Lee Myungha Jang Jinyoung Yeo Dongha Lee 224 0 0 21 Oct 2023
Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model Zhuoer Wang Yicheng Wang Ziwei Zhu James Caverlee 218 0 0 19 Oct 2023
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 191 7 0 19 Sep 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 160 0 0 18 May 2023
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Dongmin Hyun Xiting Wang Chanyoung Park Xing Xie Hwanjo Yu 126 9 0 21 Dec 2022
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 145 22 0 25 Oct 2022
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence SummarizationNeural Information Processing Systems (NeurIPS), 2022 Puyuan Liu Xiang Zhang Lili Mou 176 18 0 28 May 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Puyuan Liu Chenyang Huang Lili Mou 168 20 0 28 May 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 D. Ghalandari Chris Hokamp Georgiana Ifrim 187 23 0 17 May 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yuning Mao Ming Zhong Jiawei Han 156 18 0 12 May 2022
Automatic Related Work Generation: A Meta Study Xiangci Li Jessica Ouyang 201 10 0 06 Jan 2022
Reason first, then respond: Modular Generation for Knowledge-infused DialogueConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 387 42 0 09 Nov 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 146 27 0 15 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument MiningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 239 65 0 01 Jun 2021
EASE: Extractive-Abstractive Summarization with Explanations Haoran Li Arash Einolghozati Srini Iyer Bhargavi Paranjape Yashar Mehdad Sonal Gupta Marjan Ghazvininejad 88 14 0 14 May 2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 160 70 0 15 Apr 2021
Neural Data-to-Text Generation with LM-based Text AugmentationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 152 46 0 06 Feb 2021
Civil Rephrases Of Toxic Texts With Self-Supervised TransformersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Leo Laugier John Pavlopoulos Jeffrey Scott Sorensen Lucas Dixon 251 52 0 01 Feb 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data AugmentationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq Joty Dragomir R. Radev Yashar Mehdad 362 100 0 24 Oct 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 237 113 0 21 Oct 2020
Unsupervised Extractive Summarization by Pre-training Hierarchical TransformersFindings (Findings), 2020 Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 178 45 0 16 Oct 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin Vered Shwartz Peter West Chandra Bhagavatula Jena D. Hwang Ronan Le Bras Antoine Bosselut Yejin Choi OffRL LRM 425 86 0 12 Oct 2020
Q-learning with Language Model for Edit-based Unsupervised SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ryosuke Kohita Akifumi Wachi Yang Zhao Ryuki Tachibana KELM 149 4 0 09 Oct 2020
Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation Weijia Xu Xing Niu Marine Carpuat 109 10 0 07 Oct 2020
Unsupervised Abstractive Dialogue Summarization for Tete-a-TetesAAAI Conference on Artificial Intelligence (AAAI), 2020 Xinyuan Zhang Ruiyi Zhang Manzil Zaheer Amr Ahmed 124 26 0 15 Sep 2020
Zero-Resource Knowledge-Grounded Dialogue GenerationNeural Information Processing Systems (NeurIPS), 2020 Linxiao Li Can Xu Wei Wu Yufan Zhao Xueliang Zhao Chongyang Tao 202 74 0 29 Aug 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 360 43 0 04 May 2020
Language Model Prior for Low-Resource Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Christos Baziotis Barry Haddow Alexandra Birch 400 59 0 30 Apr 2020
Boosting Naturalness of Language in Task-oriented Dialogues via Adversarial TrainingSIGDIAL Conferences (SIGDIAL), 2020 Chenguang Zhu 127 5 0 30 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu Mirella Lapata RALM 125 13 0 06 Apr 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and DenoisingFindings (Findings), 2020 Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 317 64 0 03 Jan 2020
Leveraging Lead Bias for Zero-shot Abstractive News Summarization Chenguang Zhu Ziyi Yang R. Gmyr Michael Zeng Xuedong Huang 200 20 0 25 Dec 2019
Learning Autocomplete Systems as a Communication Game Mina Lee Tatsunori B. Hashimoto Abigail Z. Jacobs 145 13 0 16 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Arthur Brazinskas Mirella Lapata Ivan Titov 269 131 0 06 Nov 2019
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Peter J. Liu Yu-An Chung Jie Jessie Ren 202 20 0 02 Oct 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck PrincipleConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Peter West Ari Holtzman Jan Buys Yejin Choi SSL 212 66 0 16 Sep 2019
Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression Tong Niu Caiming Xiong R. Socher 49 11 0 07 Sep 2019