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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"

50 / 1,162 papers shown

Title
Understanding the Effects of RLHF on LLM Generalisation and DiversityInternational Conference on Learning Representations (ICLR), 2023 Robert Kirk Ishita Mediratta Christoforos Nalmpantis Jelena Luketina Eric Hambro Edward Grefenstette Roberta Raileanu AI4CE ALM 536 250 0 10 Oct 2023
Abstractive Summarization of Large Document Collections Using GPT Sengjie Liu Christopher G. Healey 131 11 0 09 Oct 2023
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel DecodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sangmin Bae Jongwoo Ko Hwanjun Song SeYoung Yun 230 77 0 09 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language ModelsInternational Conference on Machine Learning (ICML), 2023 Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-Xiong Wang LRM AI4CE LM&Ro LLMAG 391 312 0 06 Oct 2023
Low Resource Summarization using Pre-trained Language Models Mubashir Munaf Hammad Afzal N. Iltaf Khawir Mahmood 157 13 0 04 Oct 2023
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk Amanda Bertsch Alex Xie Graham Neubig Matthew R. Gormley 181 45 0 02 Oct 2023
Compressing LLMs: The Truth is Rarely Pure and Never SimpleInternational Conference on Learning Representations (ICLR), 2023 Ajay Jaiswal Zhe Gan Xianzhi Du Bowen Zhang Zinan Lin Yinfei Yang MQ 266 60 0 02 Oct 2023
Hallucination Reduction in Long Input Text Summarization Gregor Lenz Ronit Mandal Abhishek Agarwal Debarshi Kumar Sanyal HILM 200 10 0 28 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined CriteriaInternational Conference on Human Factors in Computing Systems (CHI), 2023 Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 217 116 0 24 Sep 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive BackpropagationInternational Conference on Learning Representations (ICLR), 2023 Kai Huang Hanyu Yin Heng Huang Wei Gao 239 16 0 22 Sep 2023
Learning to Diversify Neural Text Generation via Degenerative ModelInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Jimin Hong Yujin Baek Jaegul Choo 161 1 0 22 Sep 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 481 119 0 21 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 206 76 0 08 Sep 2023
Unsupervised Multi-document Summarization with Holistic InferenceInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Haopeng Zhang Sangwoo Cho Kaiqiang Song Xiaoyang Wang Hongwei Wang Jiawei Zhang Dong Yu 231 5 0 08 Sep 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 274 14 0 25 Aug 2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional SpaceInterspeech (Interspeech), 2023 Seongmin Park Jinkyu Seo Jihwa Lee 157 1 0 21 Aug 2023
AgentBench: Evaluating LLMs as AgentsInternational Conference on Learning Representations (ICLR), 2023 Xiao-Yang Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Shiyu Huang Yuxiao Dong Jie Tang ELM LLMAG 500 482 0 07 Aug 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error AnalysisInternational Conference on Natural Language Generation (INLG), 2023 Jan Trienes Paul Youssef Jorg Schlotterer Christin Seifert 152 0 0 24 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Jiaming Song Yu Qiao Wanli Ouyang Xiangyu Yue 180 181 0 20 Jul 2023
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language ModelsIEEE Transactions on Software Engineering (TSE), 2023 Yuheng Huang Yuheng Huang Zhijie Wang Shengming Zhao Huaming Chen Felix Juefei-Xu Lei Ma 276 34 0 16 Jul 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning Ethan Chern Zhiruo Wang Sanjan Das Bhavuk Sharma Pengfei Liu Graham Neubig HILM 183 14 0 10 Jul 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative PromptingJournal of Biomedical Informatics (JBI), 2023 Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Bo Pan Hualou Liang 146 22 0 28 Jun 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Zhenyu Zhang Ying Sheng Wanrong Zhu Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zinan Lin Beidi Chen VLM 687 464 0 24 Jun 2023
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific ContentsKnowledge Discovery and Data Mining (KDD), 2023 Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 189 16 0 24 Jun 2023
One model to rule them all: ranking Slovene summarizersInternational Conference on Text, Speech and Dialogue (TSD), 2023 Aleš Žagar Marko Robnik-Šikonja 181 1 0 20 Jun 2023
Investigating Masking-based Data Generation in Language Models Edward Ma 257 0 0 16 Jun 2023
Privacy- and Utility-Preserving NLP with Anonymized Data: A case study of Pseudonymization Oleksandr Yermilov Vipul Raheja Artem Chernodub 139 20 0 08 Jun 2023
Echoes from Alexandria: A Large Resource for Multilingual Book SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Alessandro Sciré Simone Conia Simone Ciciliano Roberto Navigli VLM 164 7 0 07 Jun 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of VideosComputer Vision and Pattern Recognition (CVPR), 2023 Jielin Qiu Jiacheng Zhu William Jongwon Han Aditesh Kumar Karthik Mittal ... Linjie Li Jianfeng Wang Ding Zhao Bo Li Lijuan Wang VGen 177 13 0 07 Jun 2023
Correction of Errors in Preference Ratings from Automated Metrics for Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jan Deriu Pius von Daniken Don Tuggener Mark Cieliebak 179 2 0 06 Jun 2023
Efficient GPT Model Pre-training using Tensor Train Matrix RepresentationPacific Asia Conference on Language, Information and Computation (PACLIC), 2023 Viktoriia Chekalina Georgii Sergeevich Novikov Julia Gusak Ivan Oseledets Sergey Petrakov 137 11 0 05 Jun 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Dongfu Jiang Xiang Ren Bill Yuchen Lin ELM 373 476 0 05 Jun 2023
Binary and Ternary Natural Language GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zechun Liu Barlas Oğuz Aasish Pappu Yangyang Shi Raghuraman Krishnamoorthi MQ 269 9 0 02 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 689 52 0 01 Jun 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Paul Roit Johan Ferret Lior Shani Roee Aharoni Geoffrey Cideron ... Olivier Bachem G. Elidan Avinatan Hassidim Olivier Pietquin Idan Szpektor HILM 255 98 0 31 May 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 256 16 0 31 May 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward ModelNeural Information Processing Systems (NeurIPS), 2023 Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 831 6,498 0 29 May 2023
Abstractive Summarization as Augmentation for Document-Level Event Detection Janko Vidaković Filip Karlo Dosilovic Domagoj Pluscec 107 0 0 29 May 2023
UMSE: Unified Multi-scenario Summarization EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shen Gao Zhitao Yao Chongyang Tao Preslav Nakov Sudipta Singha Roy Zhaochun Ren Zhumin Chen 201 5 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 214 2 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Rongxin Zhu Jianzhong Qi Jey Han Lau 243 11 0 26 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 184 16 0 24 May 2023
Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream TasksInternational Conference on Language Resources and Evaluation (LREC), 2023 Xiao Pu Mingqi Gao Xiaojun Wan ELM 211 8 0 24 May 2023
MuLER: Detailed and Scalable Reference-based EvaluationConference on Computational Natural Language Learning (CoNLL), 2023 Taelin Karidi Leshem Choshen Gal Patel Omri Abend 207 0 0 24 May 2023
SummIt: Iterative Text Summarization via ChatGPTConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Haopeng Zhang Xiao Liu Jiawei Zhang 303 90 0 24 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 229 8 0 24 May 2023
Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yinghan Long Sayeed Shafayet Chowdhury Kaushik Roy 299 1 0 24 May 2023
Interpretable Automatic Fine-grained Inconsistency Detection in Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Hou Pong Chan Qi Zeng Chenhui Xu HILM 205 14 0 23 May 2023
Language Model Self-improvement by Reinforcement Learning ContemplationInternational Conference on Learning Representations (ICLR), 2023 Jing-Cheng Pang Pengyuan Wang Kaiyuan Li Xiong-Hui Chen Jiacheng Xu Zongzhang Zhang Yang Yu LRM KELM 189 73 0 23 May 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline ControlConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 196 6 0 23 May 2023