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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
Improving Long Text Understanding with Knowledge Distilled from Summarization Model Yan Liu Yazheng Yang Xiaokang Chen VLM RALM 233 2 0 08 May 2024
Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models Jonathan Mamou Oren Pereg Daniel Korat Moshe Berchansky Nadav Timor Moshe Wasserblat Roy Schwartz 178 9 0 07 May 2024
Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment Abhinav Agarwalla Abhay Gupta Alexandre Marques Shubhra Pandit Michael Goin ... Tuan Nguyen Mahmoud Salem Dan Alistarh Sean Lie Mark Kurtz MoE SyDa 237 17 0 06 May 2024
Large Language Models are Inconsistent and Biased Evaluators Rickard Stureborg Dimitris Alikaniotis Yoshi Suhara ALM 379 97 0 02 May 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks Melissa Ailem Katerina Marazopoulou Charlotte Siska James Bono 352 32 0 25 Apr 2024
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding Mostafa Elhoushi Akshat Shrivastava Diana Liskovich Basil Hosmer Bram Wasti ... Saurabh Agarwal Ahmed Roman Ahmed Aly Beidi Chen Carole-Jean Wu LRM 225 180 0 25 Apr 2024
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 312 2 0 22 Apr 2024
Prompt-tuning for Clickbait Detection via Text Summarization Haoxiang Deng Yi Zhu Ye Wang Jipeng Qiang Yunhao Yuan Yun Li Runmei Zhang 180 2 0 17 Apr 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents Liyan Tang Philippe Laban Greg Durrett HILM SyDa 319 169 0 16 Apr 2024
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 369 340 0 15 Apr 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 241 14 0 15 Apr 2024
Neural Sequence-to-Sequence Modeling with Attention by Leveraging Deep Learning Architectures for Enhanced Contextual Understanding in Abstractive Text Summarization Bhavith Chandra Challagundla Chakradhar Peddavenkatagari 259 8 0 08 Apr 2024
Product Description and QA Assisted Self-Supervised Opinion Summarization Tejpalsingh Siledar Rupasai Rangaraju Sankara Sri Raghava Ravindra Muddu Suman Banerjee Amey Patil Sudhanshu Singh M. Chelliah Nikesh Garera Swaprava Nath Pushpak Bhattacharyya RALM 218 11 0 08 Apr 2024
Lossless and Near-Lossless Compression for Foundation Models Moshik Hershcovitch Leshem Choshen Andrew Wood Ilias Enmouri Peter Chin S. Sundararaman Danny Harnik 238 12 0 05 Apr 2024
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping Ajay Jaiswal Bodun Hu Lu Yin Yeonju Ro Shiwei Liu Tianlong Chen Aditya Akella 273 21 0 05 Apr 2024
From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive SummarizationInternational Conference on Language Resources and Evaluation (LREC), 2024 Botond Barta Dorina Lakatos Attila Nagy Milán Konor Nyist Judit Ács 239 5 0 04 Apr 2024
CoUDA: Coherence Evaluation via Unified Data Augmentation Dawei Zhu Wenhao Wu Yifan Song Fangwei Zhu Ziqiang Cao Sujian Li 135 1 0 31 Mar 2024
Learning to Plan for Language Modeling from Unlabeled Data Nathan Cornille Marie-Francine Moens Florian Mai 166 12 0 31 Mar 2024
ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages Bhawna Piryani Jamshid Mozafari Adam Jatowt RALM 384 17 0 26 Mar 2024
SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation Dongqi Pu Yifan Wang Jia E. Loy Vera Demberg 282 12 0 26 Mar 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 182 0 0 23 Mar 2024
Multi-Review Fusion-in-Context Aviv Slobodkin Ori Shapira Ran Levy Ido Dagan 806 1 0 22 Mar 2024
Hierarchical Skip Decoding for Efficient Autoregressive Text Generation Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 299 5 0 22 Mar 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 206 13 0 21 Mar 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 217 7 0 20 Mar 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 636 1,124 0 20 Mar 2024
Pretraining Language Models Using Translationese Meet Doshi Mary Dabre Pushpak Bhattacharyya SyDa 419 2 0 20 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured RationaleNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 215 16 0 15 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured trainingNeural Information Processing Systems (NeurIPS), 2024 Yanlai Yang Matt Jones Michael C. Mozer Mengye Ren 215 4 0 14 Mar 2024
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xiang Hu Pengyu Ji Qingyang Zhu Wei Wu Kewei Tu LRM 261 10 0 13 Mar 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xingyu Lu He Cao Zijing Liu Shengyuan Bai Leqing Chen Xingtai Lv Hai-Tao Zheng Yu-Feng Li HILM 284 14 0 13 Mar 2024
Mevaker: Conclusion Extraction and Allocation Resources for the Hebrew Language Vitaly Shalumov Harel Haskey Yuval Solaz 146 0 0 12 Mar 2024
LSTM-Based Text Generation: A Study on Historical Datasets Mustafa Abbas Hussein Hussein Serkan Savacs 46 4 0 11 Mar 2024
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Lorenzo Jaime Yu Flores Arman Cohan HILM 231 2 0 09 Mar 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 182 8 0 06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 607 167 0 05 Mar 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction Alessandro Sciré Karim Ghonim Roberto Navigli HILM 226 20 0 04 Mar 2024
Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs Raghavv Goel Mukul Gagrani Wonseok Jeon Junyoung Park Mingu Lee Christopher Lott ALM 238 11 0 29 Feb 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 282 21 0 29 Feb 2024
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models Amit Dhurandhar Tejaswini Pedapati Ronny Luss Soham Dan Aurélie C. Lozano Payel Das Georgios Kollias 359 3 0 28 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 185 23 0 27 Feb 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task John Salvador Naman Bansal Mousumi Akter Souvik Sarkar Anupam Das S. Karmaker 272 2 0 26 Feb 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models Renren Jin Jiangcun Du Wuwei Huang Wei Liu Jian Luan Sijin Yu Deyi Xiong MQ 283 66 0 26 Feb 2024
Uncovering Customer Issues through Topological Natural Language Analysis S. Pi Sidarth Srinivasan Yuying Zhu Michael Yang Qun Liu 118 3 0 24 Feb 2024
Ranking Large Language Models without Ground Truth Amit Dhurandhar Rahul Nair Moninder Singh Elizabeth M. Daly Karthikeyan N. Ramamurthy HILM ALM ELM 414 9 0 21 Feb 2024
Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy Liyan Xu Zhenlin Su Mo Yu Jin Xu Jinho D. Choi Jie Zhou Fei Liu HILM 294 5 0 20 Feb 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 235 3 0 19 Feb 2024
`Keep it Together': Enforcing Cohesion in Extractive Summaries by Simulating Human Memory Ronald Cardenas Matthias Shen Shay B. Cohen 168 0 0 16 Feb 2024
Label-Efficient Model Selection for Text Generation Shir Ashury-Tahan Ariel Gera Benjamin Sznajder Leshem Choshen L. Ein-Dor Eyal Shnarch 369 9 0 12 Feb 2024
Differentially Private Zeroth-Order Methods for Scalable Large Language Model Finetuning Zhicheng Liu Jian Lou Wenxuan Bao Yihan Hu Baochun Li Zhan Qin K. Ren 394 12 0 12 Feb 2024