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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 / 1,162 papers shown

Title
Learning to Summarize from LLM-generated FeedbackNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 356 15 0 28 Jan 2025
On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message PassingProceedings of the VLDB Endowment (PVLDB), 2025 Jinqiao Wang Kai Wang Yanzhe Zhang Wenjie Zhang Xiwei Xu Xuemin Lin 251 10 0 04 Jan 2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature FusionNatural Language Processing Journal (JNLP), 2025 Md Osama Ashim Dey Kawsar Ahmed Muhammad Ashad Kabir 358 0 0 03 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language ModelsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024 Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 379 7 0 03 Jan 2025
Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy OptimizationIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021 Shixuan Liu Yanghe Feng Keyu Wu Guangquan Cheng Jincai Huang Zhong Liu CML 240 8 0 27 Dec 2024
A Survey of Calibration Process for Black-Box LLMs Liangru Xie Hui Liu Jingying Zeng Xianfeng Tang Yan Han Chen Luo Jing Huang Zhen Li Suhang Wang Qi He 326 8 0 17 Dec 2024
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword GenerationInternational Conference on Computational Linguistics (COLING), 2024 Andrei-Marius Avram Mircea Timpuriu Andreea Iuga Vlad-Cristian Matei Iulian-Marius Taiatu Tudor Găină Dumitru-Clementin Cercel Florin-Catalin Pop Mihaela-Claudia Cercel 360 2 0 15 Dec 2024
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation Yash Malviya Karan Dhingra Maneesh Singh 184 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 124 1 0 11 Dec 2024
DiffKV: Differentiated Memory Management for Large Language Models with Parallel KV CompactionSymposium on Operating Systems Principles (SOSP), 2024 Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 672 8 0 04 Dec 2024
PLD+: Accelerating LLM inference by leveraging Language Model ArtifactsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Shwetha Somasundaram Anirudh Phukan Apoorv Saxena 360 6 0 02 Dec 2024
AI Benchmarks and Datasets for LLM Evaluation Todor Ivanov Valeri Penchev 351 5 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 237 2 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 300 69 0 16 Nov 2024
SAM Decoding: Speculative Decoding via Suffix AutomatonAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yuxuan Hu Ke Wang Jing Zhang Fanjin Zhang Xuefei Liu Zeyang Zhang Jing Zhang 456 16 0 16 Nov 2024
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation Ian Poey Jiajun Liu Qishuai Zhong Adrien Chenailler 261 0 0 06 Nov 2024
Summarization of Opinionated Political Documents with Varied PerspectivesInternational Conference on Computational Linguistics (COLING), 2024 Nicholas Deas Kathleen McKeown 281 1 0 06 Nov 2024
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient LearningNeural Information Processing Systems (NeurIPS), 2024 Yangqiu Song Tong Zheng Ran Wang Jiahao Liu Qingyan Guo ... Xu Tan Tong Xiao Jingbo Zhu Jiadong Wang Xunliang Cai 309 4 0 05 Nov 2024
CE-CoLLM: Efficient and Adaptive Large Language Models Through Cloud-Edge Collaboration Hongpeng Jin Yanzhao Wu 485 19 0 05 Nov 2024
Domain-specific Guided Summarization for Mental Health PostsPacific Asia Conference on Language, Information and Computation (PACLIC), 2024 Lu Qian Yuqi Wang Xiping Hu H. Zhang Wei Wang Ting Yu Anh Nguyen AI4MH 327 3 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 Coates AI4CE 260 1 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 445 10 0 24 Oct 2024
"Let's Agree to Disagree": Investigating the Disagreement Problem in Explainable AI for Text Summarization Seema Aswani Sujala D. Shetty 134 1 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 152 0 0 18 Oct 2024
DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse GraphNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Maitreya Prafulla Chitale Uday Bindal Rajakrishnan Rajkumar Rahul Mishra 310 1 0 18 Oct 2024
Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-ExplorationNeural Information Processing Systems (NeurIPS), 2024 Yun-Yen Chuang Hung-Min Hsu Kevin Lin Chen-Sheng Gu Ling Zhen Li Ray-I Chang Hung-yi Lee DiffM VLM 218 1 0 17 Oct 2024
DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure Yunfan Xiong Ruoyu Zhang Yanzeng Li Tianhao Wu Lei Zou 177 11 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 200 11 0 15 Oct 2024
Survey and Evaluation of Converging Architecture in LLMs based on Footsteps of OperationsIEEE Open Journal of the Computer Society (JOCS), 2024 Seongho Kim Jihyun Moon Juntaek Oh Insu Choi Joon-Sung Yang 136 0 0 15 Oct 2024
BookWorm: A Dataset for Character Description and AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Argyrios Papoudakis Mirella Lapata Frank Keller 183 2 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 204 0 0 14 Oct 2024
MARS: Multilingual Aspect-centric Review SummarisationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 192 1 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 478 4 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 1.0K 5 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 169 20 0 09 Oct 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference AccelerationInternational Conference on Learning Representations (ICLR), 2024 Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 325 37 0 09 Oct 2024
Automatic Summarization of Long DocumentsICON (ICON), 2024 Naman Chhibbar Jugal Kalita 235 1 0 08 Oct 2024
ParallelSpec: Parallel Drafter for Efficient Speculative Decoding Zilin Xiao Hongming Zhang Tao Ge Siru Ouyang Vicente Ordonez Dong Yu 232 13 0 08 Oct 2024
Mixture of Attentions For Speculative DecodingInternational Conference on Learning Representations (ICLR), 2024 Matthieu Zimmer Milan Gritta Gerasimos Lampouras Haitham Bou Ammar Jun Wang 314 12 0 04 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 142 2 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 963 4 0 03 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 327 3 0 02 Oct 2024
Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Michael R. Metel Peng Lu Boxing Chen Mehdi Rezagholizadeh I. Kobyzev 152 8 0 01 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization PreferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 139 5 0 01 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation MetricsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xiang Dai Sarvnaz Karimi Biaoyan Fang 237 1 0 29 Sep 2024
Can pre-trained language models generate titles for research papers?International Conference on Asian Digital Libraries (ICADL), 2024 Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay 298 3 0 22 Sep 2024
Prompt Obfuscation for Large Language Models David Pape Sina Mavali Thorsten Eisenhofer Lea Schonherr AAML 507 6 0 17 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationEuropean Conference on Artificial Intelligence (ECAI), 2024 Gentiana Rashiti G. Karunaratne Mrinmaya Sachan Abu Sebastian Abbas Rahimi RALM 497 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 Lucian Popa Sachindra Joshi LRM 230 2 0 07 Sep 2024
ContextCite: Attributing Model Generation to ContextNeural Information Processing Systems (NeurIPS), 2024 Benjamin Cohen-Wang Harshay Shah Kristian Georgiev Aleksander Madry LRM 349 57 0 01 Sep 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"