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
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding Heming Xia Zhe Yang Qingxiu Dong Peiyi Wang Yongqi Li Tao Ge Tianyu Liu Wenjie Li Zhifang Sui LRM 38 98 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 21 15 0 12 Jan 2024
Investigating Data Contamination for Pre-training Language Models Minhao Jiang Ken Ziyu Liu Ming Zhong Rylan Schaeffer Siru Ouyang Jiawei Han Sanmi Koyejo 33 63 0 11 Jan 2024
Self-Supervised Position Debiasing for Large Language Models Zhongkun Liu Zheng Chen Mengqi Zhang Zhaochun Ren Pengjie Ren Zhumin Chen 36 1 0 02 Jan 2024
Cheetah: Natural Language Generation for 517 African Languages Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 29 4 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 11 3 0 26 Dec 2023
Contribución de la semántica combinatoria al desarrollo de herramientas digitales multilingües M. J. Vázquez 13 1 0 26 Dec 2023
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference Ziqian Zeng Yihuai Hong Hongliang Dai Huiping Zhuang Cen Chen 24 10 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 19 47 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 27 1 0 16 Dec 2023
Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 19 1 0 10 Dec 2023
Prompt Optimization via Adversarial In-Context Learning Do Xuan Long Yiran Zhao Hannah Brown Yuxi Xie James Xu Zhao Nancy F. Chen Kenji Kawaguchi Michael Qizhe Xie Junxian He 69 11 0 05 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 29 6 0 03 Dec 2023
DSS: Synthesizing long Digital Ink using Data augmentation, Style encoding and Split generation A. Timofeev Anastasiia Fadeeva A. Afonin C. Musat Andrii Maksai 55 2 0 29 Nov 2023
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Swaroop Nath H. Khadilkar Pushpak Bhattacharyya OffRL 15 0 0 29 Nov 2023
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Thomas P. Zollo Todd Morrill Zhun Deng Jake C. Snell T. Pitassi Richard Zemel 43 8 0 22 Nov 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 29 8 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 29 10 0 20 Nov 2023
LLM aided semi-supervision for Extractive Dialog Summarization Nishant Mishra Gaurav Sahu Iacer Calixto Ameen Abu-Hanna The Netherlands 16 3 0 19 Nov 2023
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores Yiqi Liu N. Moosavi Chenghua Lin ELM 30 48 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 41 2 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 24 7 0 16 Nov 2023
Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Gaurav Sahu Olga Vechtomova I. Laradji 39 1 0 16 Nov 2023
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization G. Chrysostomou Zhixue Zhao Miles Williams Nikolaos Aletras HILM 34 10 0 15 Nov 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 25 33 0 15 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 34 8 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 R. Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 46 58 0 15 Nov 2023
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Kerem Zaman Leshem Choshen Shashank Srivastava KELM MoMe 28 10 0 13 Nov 2023
Controllable Topic-Focused Abstractive Summarization Seyed Ali Bahrainian Martin Jaggi Carsten Eickhoff 29 0 0 12 Nov 2023
Indicative Summarization of Long Discussions S. Syed Dominik Schwabe Khalid Al Khatib Martin Potthast 27 1 0 03 Nov 2023
Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs Xue-Yong Fu Md Tahmid Rahman Laskar Cheng-Hsiung Chen TN ShashiBhushan HILM ELM 68 18 0 01 Nov 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 15 25 0 31 Oct 2023
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization Yuchen Shen Xiaojun Wan 32 9 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 26 3 0 24 Oct 2023
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 26 6 0 23 Oct 2023
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization Seonglae Cho Yonggi Cho HoonJae Lee Myungha Jang Jinyoung Yeo Dongha Lee 27 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 38 54 0 20 Oct 2023
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation Hwanjun Song Igor Shalyminov Hang Su Siffi Singh Kaisheng Yao Saab Mansour 30 6 0 20 Oct 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model Qi Jia Siyu Ren Yizhu Liu Kenny Q. Zhu ALM HILM 33 16 0 18 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
Understanding the Effects of RLHF on LLM Generalisation and Diversity Robert Kirk Ishita Mediratta Christoforos Nalmpantis Jelena Luketina Eric Hambro Edward Grefenstette Roberta Raileanu AI4CE ALM 115 122 0 10 Oct 2023
Abstractive Summarization of Large Document Collections Using GPT Sengjie Liu Christopher G. Healey 21 9 0 09 Oct 2023
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding Sangmin Bae Jongwoo Ko Hwanjun Song SeYoung Yun 27 54 0 09 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-xiong Wang LRM AI4CE LM&Ro LLMAG 36 184 0 06 Oct 2023
Low Resource Summarization using Pre-trained Language Models Mubashir Munaf Hammad Afzal N. Iltaf Khawir Mahmood 10 3 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 40 31 0 02 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 38 45 0 02 Oct 2023
Hallucination Reduction in Long Input Text Summarization Gregor Lenz Ronit Mandal Abhishek Agarwal Debarshi Kumar Sanyal HILM 15 9 0 28 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 34 69 0 24 Sep 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 33 11 0 22 Sep 2023