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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

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Title
Event-Keyed SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 William Gantt Alexander Martin Pavlo Kuchmiichuk Aaron Steven White 126 1 0 10 Feb 2024
Calibrating Long-form Generations from Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yukun Huang Yixin Liu Raghuveer Thirukovalluru Arman Cohan Bhuwan Dhingra 177 22 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 775 750 0 09 Feb 2024
Graph Neural Network and NER-Based Text Summarization Imaad Zaffar Khan Amaan Aijaz Sheikh Utkarsh Sinha 144 9 0 05 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 162 12 0 04 Feb 2024
A Hybrid Strategy for Chat Transcript Summarization Pratik K. Biswas 173 1 0 02 Feb 2024
To Burst or Not to Burst: Generating and Quantifying Improbable TextIEEE Games Entertainment Media Conference (GEM), 2024 Kuleen Sasse Samuel Barham Efsun Sarioglu Kayi Edward W. Staley DeLMO 124 2 0 27 Jan 2024
Generating Zero-shot Abstractive Explanations for Rumour Verification I. Bilal Preslav Nakov Rob Procter Maria Liakata 244 0 0 23 Jan 2024
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and InferenceInternational Conference on Machine Learning (ICML), 2024 Bowen Zhao Hannaneh Hajishirzi Qingqing Cao 308 26 0 22 Jan 2024
Hallucination Detection and Hallucination Mitigation: An Investigation Junliang Luo Tianyu Li Di Wu Michael R. M. Jenkin Steve Liu Gregory Dudek HILM LLMAG 268 35 0 16 Jan 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Heming Xia Zhe Yang Qingxiu Dong Peiyi Wang Chak Tou Leong Tao Ge Tianyu Liu Wenjie Li Zhifang Sui LRM 433 202 0 15 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 212 27 0 12 Jan 2024
Investigating Data Contamination for Pre-training Language Models Minhao Jiang Katja Filippova Ming Zhong Rylan Schaeffer Siru Ouyang Jiawei Han Sanmi Koyejo 261 89 0 11 Jan 2024
Self-Supervised Position Debiasing for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zhongkun Liu Zheng Chen Mengqi Zhang Zhaochun Ren Sudipta Singha Roy Zhumin Chen 270 2 0 02 Jan 2024
Cheetah: Natural Language Generation for 517 African LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 334 13 0 02 Jan 2024
Zur Darstellung eines mehrstufigen Prototypbegriffs in der multilingualen automatischen Sprachgenerierung: vom Korpus über word embeddings bis hin zum automatischen Wörterbuch M. J. Domínguez Vázquez 84 4 0 26 Dec 2023
Contribución de la semántica combinatoria al desarrollo de herramientas digitales multilingües M. J. Vázquez 92 2 0 26 Dec 2023
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference Huiping Zhuang Yihuai Hong Hongliang Dai Huiping Zhuang Cen Chen 272 17 0 19 Dec 2023
Cascade Speculative Drafting for Even Faster LLM Inference Ziyi Chen Xiaocong Yang Jiacheng Lin Chenkai Sun Kevin Chen-Chuan Chang Jie Huang LRM 482 72 0 18 Dec 2023
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling Jingying Zeng Jaewon Yang Waleed Malik Xiao Yan Richard Huang Qi He 127 2 0 16 Dec 2023
Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 244 1 0 10 Dec 2023
Prompt Optimization via Adversarial In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Do Xuan Long Yiran Zhao Hannah Brown Yuxi Xie James Xu Zhao Nancy F. Chen Kenji Kawaguchi Michael Qizhe Xie Junxian He 365 27 0 05 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in NorwegianConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 204 9 0 03 Dec 2023
DSS: Synthesizing long Digital Ink using Data augmentation, Style encoding and Split generationIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 A. Timofeev Anastasiia Fadeeva A. Afonin C. Musat Andrii Maksai 314 2 0 29 Nov 2023
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Swaroop Nath H. Khadilkar Pushpak Bhattacharyya OffRL 146 0 0 29 Nov 2023
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Thomas P. Zollo Todd Morrill Zhun Deng Jake C. Snell T. Pitassi Richard Zemel 314 11 0 22 Nov 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 218 11 0 22 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 287 13 0 20 Nov 2023
LLM aided semi-supervision for Extractive Dialog Summarization Nishant Mishra Gaurav Sahu Iacer Calixto Ameen Abu-Hanna The Netherlands 179 6 0 19 Nov 2023
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores Yiqi Liu N. Moosavi Chenghua Lin ELM 405 76 0 16 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 254 6 0 16 Nov 2023
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring Yuhang Li Yihan Wang Zhouxing Shi Cho-Jui Hsieh WaLM 122 9 0 16 Nov 2023
Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Gaurav Sahu Olga Vechtomova I. Laradji 313 1 0 16 Nov 2023
Investigating Hallucinations in Pruned Large Language Models for Abstractive SummarizationTransactions of the Association for Computational Linguistics (TACL), 2023 G. Chrysostomou Zhixue Zhao Miles Williams Nikolaos Aletras HILM 223 21 0 15 Nov 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 251 54 0 15 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 244 16 0 15 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Shafiq Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 308 79 0 15 Nov 2023
Fuse to Forget: Bias Reduction and Selective Memorization through Model FusionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kerem Zaman Leshem Choshen Shashank Srivastava KELM MoMe 212 15 0 13 Nov 2023
Controllable Topic-Focused Abstractive Summarization Seyed Ali Bahrainian Martin Jaggi Carsten Eickhoff 178 1 0 12 Nov 2023
Indicative Summarization of Long DiscussionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 S. Syed Dominik Schwabe Khalid Al Khatib Martin Potthast 177 1 0 03 Nov 2023
Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMsIEEE Games Entertainment Media Conference (IEEE GEM), 2023 Xue-Yong Fu Md Tahmid Rahman Laskar Cheng-Hsiung Chen TN ShashiBhushan HILM ELM 208 27 0 01 Nov 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 302 66 0 31 Oct 2023
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization Yuchen Shen Xiaojun Wan 289 11 0 27 Oct 2023
Correction with Backtracking Reduces Hallucination in Summarization Zhenzhen Liu Chao-gang Wan Varsha Kishore Jin Peng Zhou Minmin Chen Kilian Q. Weinberger HILM 216 4 0 24 Oct 2023
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 224 13 0 23 Oct 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 232 0 0 21 Oct 2023
Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks Andrea Sottana Bin Liang Kai Zou Zheng Yuan ALM ELM LM&MA 213 81 0 20 Oct 2023
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation Hwanjun Song Igor Shalyminov Hang Su Siffi Singh Kaisheng Yao Saab Mansour 245 7 0 20 Oct 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Qi Jia Siyu Ren Yizhu Liu Kenny Q. Zhu ALM HILM 378 25 0 18 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 220 8 0 13 Oct 2023

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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"