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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 / 692 papers shown

Title
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 138 13 0 09 Oct 2024
Mixture of Attentions For Speculative Decoding Matthieu Zimmer Milan Gritta Gerasimos Lampouras Haitham Bou Ammar Jun Wang 165 6 0 04 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 119 1 0 02 Oct 2024
Prompt Obfuscation for Large Language Models David Pape Thorsten Eisenhofer Thorsten Eisenhofer Lea Schönherr AAML 170 4 0 17 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization Gentiana Rashiti G. Karunaratne Mrinmaya Sachan Abu Sebastian Abbas Rahimi RALM 230 0 0 12 Sep 2024
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation Yuxuan Zhou Margret Keuper Mario Fritz 73 6 0 24 Aug 2024
Towards Aligning Language Models with Textual Feedback Sauc Abadal Lloret Shehzaad Dhuliawala K. Murugesan Mrinmaya Sachan VLM 113 1 0 24 Jul 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Carla P. Gomes Wen Sun Kilian Q. Weinberger 155 2 0 08 Jul 2024
TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers Wazib Ansar Saptarsi Goswami Amlan Chakrabarti ViT 70 0 0 06 Jun 2024
5W1H Extraction With Large Language Models Yang Cao Yangsong Lan Feiyan Zhai Piji Li 100 1 0 25 May 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks Melissa Ailem Katerina Marazopoulou Charlotte Siska James Bono 96 22 0 25 Apr 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 87 6 0 20 Mar 2024
Mevaker: Conclusion Extraction and Allocation Resources for the Hebrew Language Vitaly Shalumov Harel Haskey Yuval Solaz 69 0 0 12 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 249 96 0 05 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 63 7 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 75 3 0 28 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 246 425 0 09 Feb 2024
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference Bowen Zhao Hannaneh Hajishirzi Qingqing Cao 125 21 0 22 Jan 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding Heming Xia Zhe Yang Qingxiu Dong Peiyi Wang Chak Tou Leong Tao Ge Tianyu Liu Wenjie Li Zhifang Sui LRM 160 130 0 15 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 60 17 0 12 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 31 3 0 26 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 94 6 0 03 Dec 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 86 4 0 16 Nov 2023
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Kerem Zaman Leshem Choshen Shashank Srivastava KELM MoMe 83 12 0 13 Nov 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 88 4 0 13 Oct 2023
Compressing LLMs: The Truth is Rarely Pure and Never Simple Ajay Jaiswal Zhe Gan Xianzhi Du Bowen Zhang Zhangyang Wang Yinfei Yang MQ 126 50 0 02 Oct 2023
Hallucination Reduction in Long Input Text Summarization Gregor Lenz Ronit Mandal Abhishek Agarwal Debarshi Kumar Sanyal HILM 59 9 0 28 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 139 75 0 21 Sep 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning Ethan Chern Zhiruo Wang Sanjan Das Bhavuk Sharma Pengfei Liu Graham Neubig HILM 78 14 0 10 Jul 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu Zhang Ying Sheng Dinesh Manocha Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 173 314 0 24 Jun 2023
One model to rule them all: ranking Slovene summarizers Aleš Žagar Marko Robnik-Šikonja 41 0 0 20 Jun 2023
Privacy- and Utility-Preserving NLP with Anonymized Data: A case study of Pseudonymization Oleksandr Yermilov Vipul Raheja Artem Chernodub 55 10 0 08 Jun 2023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation Viktoriia Chekalina Georgii Sergeevich Novikov Julia Gusak Ivan Oseledets Alexander Panchenko 72 9 0 05 Jun 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion Dongfu Jiang Xiang Ren Bill Yuchen Lin ELM 98 333 0 05 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 142 32 0 01 Jun 2023
UMSE: Unified Multi-scenario Summarization Evaluation Shen Gao Zhitao Yao Chongyang Tao Preslav Nakov Pengjie Ren Zhaochun Ren Zhumin Chen 86 5 0 26 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 71 9 0 24 May 2023
MuLER: Detailed and Scalable Reference-based Evaluation Taelin Karidi Leshem Choshen Gal Patel Omri Abend 72 0 0 24 May 2023
On Learning to Summarize with Large Language Models as References Yixin Liu Kejian Shi Katherine S He Longtian Ye Alexander R. Fabbri Pengfei Liu Dragomir R. Radev Arman Cohan ELM 113 82 0 23 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 117 88 0 22 May 2023
Evaluating Factual Consistency of Texts with Semantic Role Labeling Jing Fan Dennis Aumiller Michael Gertz HILM 123 4 0 22 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 76 5 0 17 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 76 15 0 09 May 2023
The Current State of Summarization Fabian Retkowski 78 6 0 08 May 2023
Personalized Abstractive Summarization by Tri-agent Generation Pipeline Md Aminul Haque Palash Sourav Saha Faria Afrin Pengcheng He 108 3 0 04 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 211 130 0 02 May 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation Fantine Huot Joshua Maynez Shashi Narayan Reinald Kim Amplayo Kuzman Ganchev Annie Louis Anders Sandholm Dipanjan Das Mirella Lapata 98 8 0 28 Apr 2023
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization Guangsheng Bao Zebin Ou Yue Zhang 64 9 0 07 Apr 2023
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy Jiwoo Hong Yejin Cho Jaemin Jung Jiyoung Han James Thorne 53 7 0 05 Apr 2023
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia Md Tahmid Rahman Laskar Mizanur Rahman Israt Jahan Enamul Hoque J. Huang 84 9 0 31 Mar 2023