v1v2 (latest)

Get To The Point: Summarization with Pointer-Generator Networks

14 April 2017

A. See

Peter J. Liu

Christopher D. Manning

3DPC

ArXiv (abs)PDF HTML

Papers citing "Get To The Point: Summarization with Pointer-Generator Networks"

50 / 1,795 papers shown

Title
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Jinjie Wei Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li Li Zhang HILM 169 6 0 28 Jan 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts Dhia Elhaq Rzig Dhruba Jyoti Paul Kaiser Pister Jordan Henkel Foyzul Hassan 135 0 0 21 Jan 2025
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 471 1 0 21 Jan 2025
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach J. Yang Dapeng Chen Yajing Sun Rongjun Li Zhiyong Feng Wei Peng 120 8 0 19 Jan 2025
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location Ting Sun Penghan Wang Fan Lai 551 2 0 15 Jan 2025
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 235 1 0 03 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models Yanwen Huang Yong Zhang Ning Cheng Zhitao Li Shaojun Wang Jing Xiao 176 0 0 02 Jan 2025
Zero-Shot Strategies for Length-Controllable Summarization Fabian Retkowski A. Waibel 160 4 0 31 Dec 2024
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Yun Luo Yingjie Li Xiangkun Hu Qinglin Qi Fang Guo Qipeng Guo Zheng Zhang Yue Zhang 123 0 0 17 Dec 2024
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 521 1 0 16 Dec 2024
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Xiaochen Zhu Georgi Karadzhov Chenxi Whitehouse Andreas Vlachos DiffM 179 1 0 15 Dec 2024
LitLLMs, LLMs for Literature Review: Are we there yet? Shubham Agarwal Gaurav Sahu Abhay Puri I. Laradji Krishnamurthy DJ Dvijotham Jason Stanley Laurent Charlin Christopher Pal 113 0 0 15 Dec 2024
Smoothie: Label Free Language Model Routing Neel Guha Mayee F. Chen Trevor Chow Ishan S. Khare Christopher Ré 132 5 0 06 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 117 1 0 21 Nov 2024
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality Viktoriia Chekalina Anton Razzigaev Elizaveta Goncharova Andrey Kuznetsov KELM 142 0 0 18 Nov 2024
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference Janghwan Lee Jiwoong Park Jinseok Kim Yongjik Kim Jungju Oh Jinwook Oh Jungwook Choi 80 2 0 15 Nov 2024
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 126 17 0 14 Nov 2024
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders Xiaofeng Zhu Jaya Krishna Mandivarapu HILM 174 0 0 12 Nov 2024
Mixture of Knowledge Minigraph Agents for Literature Review Generation Zhi Zhang Yan Liu S. Zhong Gong Chen Yu Yang Jiannong Cao LLMAG 56 0 0 09 Nov 2024
SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding Ryan Sun Tianyi Zhou Xun Chen Lichao Sun 65 5 0 08 Nov 2024
SPECTRUM: Semantic Processing and Emotion-informed video-Captioning Through Retrieval and Understanding Modalities Ehsan Faghihi Mohammedreza Zarenejad Ali-Asghar Beheshti Shirazi 72 1 0 04 Nov 2024
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages Hoang Nguyen Khyati Mahajan Vikas Yadav Philip S. Yu Philip S. Yu Masoud Hashemi Rishabh Maheshwary 145 0 0 04 Nov 2024
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees Ryan Zhang Herbert Woisetschläger Shiqiang Wang Hans-Arno Jacobsen 31 0 0 31 Oct 2024
On Positional Bias of Faithfulness for Long-form Summarization David Wan Jesse Vig Joey Tianyi Zhou Shafiq Joty HILM 105 8 0 31 Oct 2024
BUZZ: Beehive-structured Sparse KV Cache with Segmented Heavy Hitters for Efficient LLM Inference Junqi Zhao Zhijin Fang Shu Li Shaohui Yang Shichao He 69 3 0 30 Oct 2024
Contextual Biasing to Improve Domain-specific Custom Vocabulary Audio Transcription without Explicit Fine-Tuning of Whisper Model Vishakha Lall Yisi Liu 41 1 0 24 Oct 2024
AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability Sudhanshu Agrawal Wonseok Jeon Mingu Lee 50 3 0 24 Oct 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator Yiqing Xie Wenxuan Zhou Pradyot Prakash Di Jin Yuning Mao ... Sinong Wang Han Fang Carolyn Rose Daniel Fried Hejia Zhang HILM 167 8 0 24 Oct 2024
Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization Sindhu Nair Y. S. Rao Radha Shankarmani 51 1 0 22 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 171 0 0 22 Oct 2024
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization Yugandhar Reddy Gogireddy Jithendra Reddy Gogireddy 43 0 0 21 Oct 2024
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles Xiao Pu Tianxing He Xiaojun Wan VLM 84 3 0 17 Oct 2024
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization Xiutian Zhao Ke Wang Wei Peng 49 3 0 17 Oct 2024
Reverse-Engineering the Reader Samuel Kiegeland Ethan Gotlieb Wilcox Afra Amini David Robert Reich Ryan Cotterell 66 0 0 16 Oct 2024
A Survey on Data Synthesis and Augmentation for Large Language Models Ke Wang Jiahui Zhu Minjie Ren Ziqiang Liu Shiwei Li ... Yiming Lei Xiaoyu Wu Qiqi Zhan Qingjie Liu Yunhong Wang SyDa 180 21 0 16 Oct 2024
CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization Yixi Ding Jiaying Wu Tongyao Zhu Yanxia Qin Qian Liu Min-Yen Kan CoGe 34 0 0 16 Oct 2024
LargePiG: Your Large Language Model is Secretly a Pointer Generator Zhongxiang Sun Zihua Si Xiaoxue Zang Kai Zheng Yang Song Xiao Zhang Jun Xu HILM RALM 82 0 0 15 Oct 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 41 0 0 13 Oct 2024
When Neutral Summaries are not that Neutral: Quantifying Political Neutrality in LLM-Generated News Summaries Supriti Vijay Aman Priyanshu Ashique R. KhudaBukhsh 63 2 0 13 Oct 2024
Extra Global Attention Designation Using Keyword Detection in Sparse Transformer Architectures Evan Lucas Dylan Kangas Timothy C Havens 65 1 0 11 Oct 2024
MoDEM: Mixture of Domain Expert Models Toby Simonds Kemal Kurniawan Jey Han Lau MoE 74 2 0 09 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 173 1 0 09 Oct 2024
Differential Transformer Tianzhu Ye Li Dong Yuqing Xia Yutao Sun Yi Zhu Gao Huang Furu Wei 513 0 0 07 Oct 2024
What Matters for Model Merging at Scale? Prateek Yadav Tu Vu Jonathan Lai Alexandra Chronopoulou Manaal Faruqui Joey Tianyi Zhou Tsendsuren Munkhdalai MoMe 107 22 0 04 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 47 0 0 03 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 95 9 0 03 Oct 2024
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models Yuxuan Zhang Ruizhe Li MoMe 199 2 0 02 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 59 2 0 01 Oct 2024
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done! Divya Patel Pathik Patel Ankush Chander Sourish Dasgupta Tanmoy Chakraborty 68 2 0 30 Sep 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models Luohe Shi Yao Yao Zuchao Li Lefei Zhang Hai Zhao 69 0 0 30 Sep 2024