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
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation Yash Malviya Karan Dhingra Maneesh Singh 72 0 0 13 Dec 2024
Der Effizienz- und Intelligenzbegriff in der Lexikographie und kuenstlichen Intelligenz: kann ChatGPT die lexikographische Textsorte nachbilden? Ivan Arias-Arias Maria Jose Dominguez Vazquez Carlos Valcarcel Riveiro 70 0 0 11 Dec 2024
Unifying KV Cache Compression for Large Language Models with LeanKV Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 136 5 0 04 Dec 2024
PLD+: Accelerating LLM inference by leveraging Language Model Artifacts Shwetha Somasundaram Anirudh Phukan Apoorv Saxena 80 1 0 02 Dec 2024
AI Benchmarks and Datasets for LLM Evaluation Todor Ivanov Valeri Penchev 107 0 0 02 Dec 2024
The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims Shu Zhou Xin Wang Zhengda Zhou Haohan Yi Xuhui Zheng Hao Wan 79 1 0 21 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 30 9 0 16 Nov 2024
SAM Decoding: Speculative Decoding via Suffix Automaton Yuxuan Hu Ke Wang Jing Zhang Fanjin Zhang C. Li H. Chen Jing Zhang 46 1 0 16 Nov 2024
Summarization of Opinionated Political Documents with Varied Perspectives Nicholas Deas Kathleen McKeown 19 0 0 06 Nov 2024
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation Ian Poey Jiajun Liu Qishuai Zhong Adrien Chenailler 63 0 0 06 Nov 2024
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning Yangqiu Song Tong Zheng R. Wang Jiahao Liu Qingyan Guo ... Xu Tan Tong Xiao Jingbo Zhu J. Wang Xunliang Cai 58 1 0 05 Nov 2024
CE-CoLLM: Efficient and Adaptive Large Language Models Through Cloud-Edge Collaboration Hongpeng Jin Yanzhao Wu 42 4 0 05 Nov 2024
Domain-specific Guided Summarization for Mental Health Posts Lu Qian Yuqi Wang Zehua Wang H. Zhang Wei Wang Ting Yu Anh Nguyen AI4MH 41 2 0 03 Nov 2024
Dynamic layer selection in decoder-only transformers Theodore Glavas Joud Chataoui Florence Regol Wassim Jabbour Antonios Valkanas Boris N. Oreshkin Mark J. Coates AI4CE 26 0 0 26 Oct 2024
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs A. S. Rawat Veeranjaneyulu Sadhanala Afshin Rostamizadeh Ayan Chakrabarti Wittawat Jitkrittum ... Rakesh Shivanna Sashank J. Reddi A. Menon Rohan Anil Sanjiv Kumar 30 2 0 24 Oct 2024
Explainable News Summarization -- Analysis and mitigation of Disagreement Problem Seema Aswani Sujala D. Shetty 31 0 0 24 Oct 2024
Cross-Document Event-Keyed Summarization William Walden Pavlo Kuchmiichuk Alexander Martin Chihsheng Jin Angela Cao Claire Sun Curisia Allen Aaron Steven White RALM 28 0 0 18 Oct 2024
DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph Maitreya Prafulla Chitale Uday Bindal Rajakrishnan Rajkumar Rahul Mishra 29 0 0 18 Oct 2024
Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration Yun-Yen Chuang Hung-Min Hsu Kevin Lin Chen-Sheng Gu Ling Zhen Li Ray-I Chang Hung-yi Lee DiffM VLM 36 0 0 17 Oct 2024
DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure Yunfan Xiong Ruoyu Zhang Yanzeng Li Tianhao Wu Lei Zou 32 5 0 15 Oct 2024
Black-box Uncertainty Quantification Method for LLM-as-a-Judge Nico Wagner Michael Desmond Rahul Nair Zahra Ashktorab Elizabeth M. Daly Qian Pan Martin Santillan Cooper James M. Johnson Werner Geyer ELM UQCV 46 4 0 15 Oct 2024
Survey and Evaluation of Converging Architecture in LLMs based on Footsteps of Operations Seongho Kim Jihyun Moon Juntaek Oh Insu Choi Joon-Sung Yang 21 0 0 15 Oct 2024
BookWorm: A Dataset for Character Description and Analysis Argyrios Papoudakis Mirella Lapata Frank Keller 23 1 0 14 Oct 2024
Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement J. Shtok Amit Alfassy Foad Abo Dahood Eliyahu Schwartz Sivan Doveh Assaf Arbelle LRM ReLM 32 0 0 14 Oct 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 23 0 0 13 Oct 2024
Self-Data Distillation for Recovering Quality in Pruned Large Language Models Vithursan Thangarasa Ganesh Venkatesh Mike Lasby Nish Sinnadurai Sean Lie SyDa 38 1 0 13 Oct 2024
Simultaneous Reward Distillation and Preference Learning: Get You a Language Model Who Can Do Both Abhijnan Nath Changsoo Jung Ethan Seefried Nikhil Krishnaswamy 134 1 0 11 Oct 2024
Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate Qidong Huang Xiaoyi Dong Pan Zhang Yuhang Zang Yuhang Cao Jiaqi Wang Dahua Lin Weiming Zhang Nenghai Yu 54 5 0 09 Oct 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 48 5 0 09 Oct 2024
Automatic Summarization of Long Documents Naman Chhibbar Jugal Kalita 26 0 0 08 Oct 2024
ParallelSpec: Parallel Drafter for Efficient Speculative Decoding Zilin Xiao Hongming Zhang Tao Ge Siru Ouyang Vicente Ordonez Dong Yu 39 5 0 08 Oct 2024
Mixture of Attentions For Speculative Decoding Matthieu Zimmer Milan Gritta Gerasimos Lampouras Haitham Bou Ammar Jun Wang 76 4 0 04 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 29 0 0 03 Oct 2024
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models Yinhong Liu Zhijiang Guo Tianya Liang Ehsan Shareghi Ivan Vulić Nigel Collier 116 0 0 03 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 35 1 0 02 Oct 2024
Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity Michael R. Metel Peng Lu Boxing Chen Mehdi Rezagholizadeh I. Kobyzev 27 3 0 01 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Yang Han Yiming Wang Rui-cang Wang Lu Chen Kai Yu AI4TS ALM 24 1 0 01 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 33 0 0 29 Sep 2024
Can pre-trained language models generate titles for research papers? Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay 27 3 0 22 Sep 2024
Prompt Obfuscation for Large Language Models David Pape Thorsten Eisenhofer Thorsten Eisenhofer Lea Schönherr AAML 38 2 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 39 0 0 12 Sep 2024
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models Sonam Gupta Yatin Nandwani Asaf Yehudai Mayank Mishra Gaurav Pandey Dinesh Raghu Sachindra Joshi LRM 20 1 0 07 Sep 2024
ContextCite: Attributing Model Generation to Context Benjamin Cohen-Wang Harshay Shah Kristian Georgiev Aleksander Madry LRM 30 18 0 01 Sep 2024
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation Lujun Gui Bin Xiao Lei Su Weipeng Chen 30 2 0 28 Aug 2024
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation Yuxuan Zhou M. Keuper Mario Fritz 39 5 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 51 2 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 21 0 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 29 1 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 24 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 35 6 0 16 Aug 2024