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
Summarization of Investment Reports Using Pre-trained Model Hiroki Sakaji Ryotaro Kobayashi Kiyoshi Izumi Hiroyuki Mitsugi Wataru Kuramoto 35 0 0 03 Aug 2024
Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding Bin Xiao Lujun Gui Lei Su Weipeng Chen 28 3 0 01 Aug 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models Zhengxuan Wu Yuhao Zhang Linquan Wei Yumo Xu Rujun Han Yi Liu Jifan Chen Bonan Min Zhiheng Huang 33 0 0 31 Jul 2024
Towards Aligning Language Models with Textual Feedback Sauc Abadal Lloret S. Dhuliawala K. Murugesan Mrinmaya Sachan VLM 46 1 0 24 Jul 2024
Evaluating AI Evaluation: Perils and Prospects John Burden ELM 33 8 0 12 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 58 1 0 08 Jul 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs Mihir Parmar Hanieh Deilamsalehy Franck Dernoncourt Seunghyun Yoon Ryan A. Rossi Trung Bui 32 2 0 05 Jul 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation Xinglin Wang Yiwei Li Shaoxiong Feng Peiwen Yuan Boyuan Pan Heda Wang Yao Hu Kan Li 28 10 0 02 Jul 2024
Compare without Despair: Reliable Preference Evaluation with Generation Separability Sayan Ghosh Tejas Srinivasan Swabha Swayamdipta 43 2 0 02 Jul 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization Huyen Nguyen Haihua Chen Lavanya Pobbathi Junhua Ding ELM 35 5 0 30 Jun 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 51 15 0 28 Jun 2024
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 88 55 0 24 Jun 2024
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models Junyi Zhu Shuochen Liu Yu Yu Bo Tang Yibo Yan Zhiyu Li Feiyu Xiong Tong Xu Matthew B. Blaschko 47 3 0 23 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
A Survey on Human Preference Learning for Large Language Models Ruili Jiang Kehai Chen Xuefeng Bai Zhixuan He Juntao Li Muyun Yang Tiejun Zhao Liqiang Nie Min Zhang 49 8 0 17 Jun 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging Zhenyi Lu Chenghao Fan Wei Wei Xiaoye Qu Dangyang Chen Yu Cheng MoMe 47 48 0 17 Jun 2024
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models Harsh Nishant Lalai Aashish Anantha Ramakrishnan Raj Sanjay Shah Dongwon Lee WaLM VLM 34 1 0 17 Jun 2024
Optimized Speculative Sampling for GPU Hardware Accelerators Dominik Wagner Seanie Lee Ilja Baumann Philipp Seeberger K. Riedhammer Tobias Bocklet 43 3 0 16 Jun 2024
Improving Autoregressive Training with Dynamic Oracles Jianing Yang Harshine Visvanathan Yilin Wang Xinyi Hu Matthew R. Gormley 54 0 0 13 Jun 2024
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases Rithesh Murthy Liangwei Yang Juntao Tan Tulika Awalgaonkar Yilun Zhou ... Zuxin Liu Ming Zhu Huan Wang Caiming Xiong Silvio Savarese 59 5 0 12 Jun 2024
SumHiS: Extractive Summarization Exploiting Hidden Structure Tikhonov Pavel Anastasiya Ianina Valentin Malykh 28 1 0 12 Jun 2024
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges Abhilasha Sancheti Koustava Goswami Balaji Vasan Srinivasan RALM 30 1 0 11 Jun 2024
Prompting Large Language Models with Audio for General-Purpose Speech Summarization Wonjune Kang Deb Roy LRM 29 7 0 10 Jun 2024
Key-Element-Informed sLLM Tuning for Document Summarization Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 29 6 0 07 Jun 2024
TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers Wazib Ansar Saptarsi Goswami Amlan Chakrabarti ViT 21 0 0 06 Jun 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew Tzuf Paz-Argaman Itai Mondshine Asaf Achi Mordechai Reut Tsarfaty 40 2 0 06 Jun 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms Xingrun Xing Zheng Zhang Ziyi Ni Shitao Xiao Yiming Ju Siqi Fan Yequan Wang Jiajun Zhang Guoqi Li 45 9 0 05 Jun 2024
Diver: Large Language Model Decoding with Span-Level Mutual Information Verification Jinliang Lu Chen Wang Jiajun Zhang 53 3 0 04 Jun 2024
Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation Pius von Daniken Jan Deriu Don Tuggener Mark Cieliebak 28 1 0 03 Jun 2024
Guiding ChatGPT to Generate Salient Domain Summaries Jun Gao Ziqiang Cao Shaoyao Huang Luozheng Qin Chunhui Ai 39 0 0 03 Jun 2024
PostDoc: Generating Poster from a Long Multimodal Document Using Deep Submodular Optimization Vijay Jaisankar Sambaran Bandyopadhyay Kalp Vyas Varre Chaitanya Shwetha Somasundaram 24 2 0 30 May 2024
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads Avelina Asada Hadji-Kyriacou Ognjen Arandjelović 20 1 0 30 May 2024
5W1H Extraction With Large Language Models Yang Cao Yangsong Lan Feiyan Zhai Piji Li 65 1 0 25 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 31 9 0 24 May 2024
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models Akide Liu Jing Liu Zizheng Pan Yefei He Gholamreza Haffari Bohan Zhuang MQ 35 30 0 23 May 2024
"Previously on ..." From Recaps to Story Summarization Aditya Kumar Singh Dhruv Srivastava Makarand Tapaswi 50 0 0 19 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 31 8 0 16 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin S. Yiu Qi Tian Christian S. Jensen AI4TS 52 7 0 15 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 34 0 0 13 May 2024
ATSumm: Auxiliary information enhanced approach for abstractive disaster Tweet Summarization with sparse training data Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 25 2 0 10 May 2024
Improving Long Text Understanding with Knowledge Distilled from Summarization Model Yan Liu Yazheng Yang Xiaokang Chen VLM RALM 35 1 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 36 3 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 40 11 0 06 May 2024
Large Language Models are Inconsistent and Biased Evaluators Rickard Stureborg Dimitris Alikaniotis Yoshi Suhara ALM 42 51 0 02 May 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks Melissa Ailem Katerina Marazopoulou Charlotte Siska James Bono 59 14 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 33 85 0 25 Apr 2024
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 42 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 23 0 0 17 Apr 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents Liyan Tang Philippe Laban Greg Durrett HILM SyDa 43 76 0 16 Apr 2024
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 47 156 0 15 Apr 2024