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 / 1,102 papers shown

Title
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 32 4 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 29 4 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 38 7 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 49 6 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 58 12 0 05 Apr 2024
From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization Botond Barta Dorina Lakatos Attila Nagy Milán Konor Nyist Judit Ács 33 4 0 04 Apr 2024
CoUDA: Coherence Evaluation via Unified Data Augmentation Dawei Zhu Wenhao Wu Yifan Song Fangwei Zhu Ziqiang Cao Sujian Li 28 0 0 31 Mar 2024
Learning to Plan for Language Modeling from Unlabeled Data Nathan Cornille Marie-Francine Moens Florian Mai 38 7 0 31 Mar 2024
ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages Bhawna Piryani Jamshid Mozafari Adam Jatowt RALM 30 8 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 29 6 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 32 0 0 23 Mar 2024
Multi-Review Fusion-in-Context Aviv Slobodkin Ori Shapira Ran Levy Ido Dagan 81 1 0 22 Mar 2024
Hierarchical Skip Decoding for Efficient Autoregressive Text Generation Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 31 3 0 22 Mar 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 30 6 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 40 3 0 20 Mar 2024
Do Not Worry if You Do Not Have Data: Building Pretrained Language Models Using Translationese Meet Doshi Raj Dabre Pushpak Bhattacharyya SyDa 31 2 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 40 383 0 20 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 24 10 0 15 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training Yanlai Yang Matt Jones Michael C. Mozer Mengye Ren 68 1 0 14 Mar 2024
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale Xiang Hu Pengyu Ji Qingyang Zhu Wei Wu Kewei Tu LRM 33 4 0 13 Mar 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension Xingyu Lu He Cao Zijing Liu Shengyuan Bai Leqing Chen Yuan Yao Hai-Tao Zheng Yu Li HILM 19 7 0 13 Mar 2024
Mevaker: Conclusion Extraction and Allocation Resources for the Hebrew Language Vitaly Shalumov Harel Haskey Yuval Solaz 31 0 0 12 Mar 2024
LSTM-Based Text Generation: A Study on Historical Datasets Mustafa Abbas Hussein Hussein Serkan Savacs 18 4 0 11 Mar 2024
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization Lorenzo Jaime Yu Flores Arman Cohan HILM 40 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 29 4 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 68 80 0 05 Mar 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction Alessandro Sciré Karim Ghonim Roberto Navigli HILM 21 6 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 26 5 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 43 8 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 22 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 32 9 0 27 Feb 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task John Salvador Naman Bansal Mousumi Akter Souvik Sarkar Anupam Das S. Karmaker 39 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 Bin Wang Deyi Xiong MQ 32 31 0 26 Feb 2024
Uncovering Customer Issues through Topological Natural Language Analysis S. Pi Sidarth Srinivasan Yuying Zhu Michael Yang Qun Liu 26 2 0 24 Feb 2024
Ranking Large Language Models without Ground Truth Amit Dhurandhar Rahul Nair Moninder Singh Elizabeth M. Daly K. Ramamurthy HILM ALM ELM 32 5 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 43 2 0 20 Feb 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 27 1 0 19 Feb 2024
`Keep it Together': Enforcing Cohesion in Extractive Summaries by Simulating Human Memory Ronald Cardenas Matthias Shen Shay B. Cohen 21 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 36 4 0 12 Feb 2024
Differentially Private Zeroth-Order Methods for Scalable Large Language Model Finetuning Zhicheng Liu Jian Lou W. Bao Yihan Hu Baochun Li Zhanyue Qin K. Ren 29 7 0 12 Feb 2024
Event-Keyed Summarization William Gantt Alexander Martin Pavlo Kuchmiichuk Aaron Steven White 22 1 0 10 Feb 2024
Calibrating Long-form Generations from Large Language Models Yukun Huang Yixin Liu Raghuveer Thirukovalluru Arman Cohan Bhuwan Dhingra 21 7 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 369 0 09 Feb 2024
Graph Neural Network and NER-Based Text Summarization Imaad Zaffar Khan Amaan Aijaz Sheikh Utkarsh Sinha 13 5 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 34 7 0 04 Feb 2024
A Hybrid Strategy for Chat Transcript Summarization Pratik K. Biswas 12 0 0 02 Feb 2024
To Burst or Not to Burst: Generating and Quantifying Improbable Text Kuleen Sasse Samuel Barham Efsun Sarioglu Kayi Edward W. Staley DeLMO 27 1 0 27 Jan 2024
Generating Zero-shot Abstractive Explanations for Rumour Verification I. Bilal Preslav Nakov Rob Procter M. Liakata 19 0 0 23 Jan 2024
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference Bowen Zhao Hannaneh Hajishirzi Qingqing Cao 23 17 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 44 22 0 16 Jan 2024