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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"

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Title
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation Lujun Gui Bin Xiao Lei Su Weipeng Chen 182 7 0 28 Aug 2024
Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models Aradhye Agarwal Suhas Kamasetty Ramesh Ayan Sengupta Tanmoy Chakraborty 274 2 0 26 Aug 2024
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yuxuan Zhou Margret Keuper Mario Fritz 281 13 0 24 Aug 2024
First Activations Matter: Training-Free Methods for Dynamic Activation in Large Language Models Chi Ma Mincong Huang Ying Zhang Chao Wang Yujie Wang Lei Yu Chuan Liu Wei Lin AI4CE LLMSV 246 3 0 21 Aug 2024
CoDi: Conversational Distillation for Grounded Question Answering Patrick Huber Arash Einolghozati Rylan Conway Kanika Narang Matt Smith Waqar Nayyar Adithya Sagar Ahmed Aly Akshat Shrivastava 157 1 0 20 Aug 2024
Summarizing long regulatory documents with a multi-step pipeline Mika Sie Ruby Beek Michiel Bots S. Brinkkemper Albert Gatt AILaw ELM 168 5 0 19 Aug 2024
ConVerSum: A Contrastive Learning based Approach for Data-Scarce Solution of Cross-Lingual Summarization Beyond Direct Equivalents Sanzana Karim Lora Rifat Shahriyar 177 0 0 17 Aug 2024
See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses Yulong Chen Yang Liu Jianhao Yan X. Bai Ming Zhong Yinghao Yang Ziyi Yang Chenguang Zhu Yue Zhang ALM ELM 202 17 0 16 Aug 2024
CTISum: A New Benchmark Dataset For Cyber Threat Intelligence Summarization Wei Peng Junmei Ding Wei Wang Lei Cui Wei Cai Zhiyu Hao Xiaochun Yun 245 7 0 13 Aug 2024
Speculative Diffusion Decoding: Accelerating Language Generation through DiffusionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Jacob K Christopher Brian Bartoldson Tal Ben-Nun Michael Cardei B. Kailkhura Ferdinando Fioretto DiffM 504 25 0 10 Aug 2024
Summarization of Investment Reports Using Pre-trained ModelIIAI International Conference on Advanced Applied Informatics (IIAI-AAI), 2023 Hiroki Sakaji Ryotaro Kobayashi Kiyoshi Izumi Hiroyuki Mitsugi Wataru Kuramoto 132 0 0 03 Aug 2024
Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding Bin Xiao Lujun Gui Lei Su Weipeng Chen 176 5 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 263 0 0 31 Jul 2024
Towards Aligning Language Models with Textual Feedback Sauc Abadal Lloret Shehzaad Dhuliawala K. Murugesan Mrinmaya Sachan VLM 350 1 0 24 Jul 2024
Evaluating AI Evaluation: Perils and Prospects John Burden ELM 212 13 0 12 Jul 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Daniel Schwalbe-Koda Wen Sun Kilian Q. Weinberger 566 4 0 08 Jul 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs Mihir Parmar Hanieh Deilamsalehy Franck Dernoncourt Seunghyun Yoon Ryan Rossi Trung Bui 196 6 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 235 19 0 02 Jul 2024
Compare without Despair: Reliable Preference Evaluation with Generation Separability Sayan Ghosh Tejas Srinivasan Swabha Swayamdipta 257 3 0 02 Jul 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization Huyen Nguyen Haihua Chen Lavanya Pobbathi Junhua Ding ELM 210 18 0 30 Jun 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 252 36 0 28 Jun 2024
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 386 179 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 184 6 0 23 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 272 88 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 267 16 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 258 87 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 223 3 0 17 Jun 2024
Optimized Speculative Sampling for GPU Hardware Accelerators Dominik Wagner Seanie Lee Ilja Baumann Philipp Seeberger Korbinian Riedhammer Tobias Bocklet 201 4 0 16 Jun 2024
Improving Autoregressive Training with Dynamic Oracles Jianing Yang Harshine Visvanathan Yilin Wang Xinyi Hu Matthew R. Gormley 149 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 223 9 0 12 Jun 2024
SumHiS: Extractive Summarization Exploiting Hidden Structure Tikhonov Pavel Anastasiya Ianina Valentin Malykh 172 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 238 4 0 11 Jun 2024
Prompting Large Language Models with Audio for General-Purpose Speech SummarizationInterspeech (Interspeech), 2024 Wonjune Kang Deb Roy LRM 169 11 0 10 Jun 2024
Key-Element-Informed sLLM Tuning for Document SummarizationInterspeech (Interspeech), 2024 Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 243 10 0 07 Jun 2024
TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers Wazib Ansar Saptarsi Goswami Amlan Chakrabarti ViT 160 1 0 06 Jun 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew Tzuf Paz-Argaman Itai Mondshine Asaf Achi Mordechai Reut Tsarfaty 366 4 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 233 26 0 05 Jun 2024
Diver: Large Language Model Decoding with Span-Level Mutual Information Verification Jinliang Lu Chen Wang Jiajun Zhang 210 4 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 220 2 0 03 Jun 2024
Guiding ChatGPT to Generate Salient Domain Summaries Jun Gao Ziqiang Cao Shaoyao Huang Luozheng Qin Chunhui Ai 276 1 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 149 5 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 141 3 0 30 May 2024
5W1H Extraction With Large Language Models Yang Cao Yangsong Lan Feiyan Zhai Piji Li 240 5 0 25 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 346 17 0 24 May 2024
MiniCache: KV Cache Compression in Depth Dimension for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Akide Liu Jing Liu Zizheng Pan Yefei He Gholamreza Haffari Bohan Zhuang MQ 255 70 0 23 May 2024
"Previously on ..." From Recaps to Story SummarizationComputer Vision and Pattern Recognition (CVPR), 2024 Aditya Kumar Singh Dhruv Srivastava Makarand Tapaswi 241 3 0 19 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation TasksChina National Conference on Chinese Computational Linguistics (CCL), 2024 Xuanfan Ni Piji Li ELM LRM 173 13 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 Siu-Ming Yiu Qi Tian Christian S. Jensen AI4TS 201 15 0 15 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 128 2 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 180 4 0 10 May 2024

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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"