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Get To The Point: Summarization with Pointer-Generator Networks

Get To The Point: Summarization with Pointer-Generator Networks

14 April 2017
A. See
Peter J. Liu
Christopher D. Manning
    3DPC
ArXivPDFHTML

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

50 / 541 papers shown
Title
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting
Lhuqita Fazry
VLM
27
0
0
11 May 2025
Towards Developmentally Plausible Rewards: Communicative Success as a Learning Signal for Interactive Language Models
Towards Developmentally Plausible Rewards: Communicative Success as a Learning Signal for Interactive Language Models
Lennart Stöpler
Rufat Asadli
Mitja Nikolaus
Ryan Cotterell
Alex Warstadt
LRM
37
0
0
09 May 2025
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
Xinyue Zeng
Haohui Wang
Junhong Lin
Jun Wu
Tyler Cody
Dawei Zhou
91
0
0
01 May 2025
aiXamine: Simplified LLM Safety and Security
aiXamine: Simplified LLM Safety and Security
Fatih Deniz
Dorde Popovic
Yazan Boshmaf
Euisuh Jeong
M. Ahmad
Sanjay Chawla
Issa M. Khalil
ELM
80
0
0
21 Apr 2025
Stick to Facts: Towards Fidelity-oriented Product Description Generation
Zhangming Chan
Xiuying Chen
Yongliang Wang
J. Li
Zhiqiang Zhang
Kun Gai
Dongyan Zhao
Rui Yan
69
23
0
11 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats
William Brach
Kristián Košťál
Michal Ries
185
0
0
04 Mar 2025
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence Generation
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence Generation
Andrew Kiruluta
Eric Lundy
Andreas Lemos
AI4TS
39
0
0
04 Mar 2025
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets
Tohida Rehman
Soumabha Ghosh
Kuntal Das
Souvik Bhattacharjee
Debarshi Kumar Sanyal
S. Chattopadhyay
55
0
0
26 Feb 2025
A General Pseudonymization Framework for Cloud-Based LLMs: Replacing Privacy Information in Controlled Text Generation
A General Pseudonymization Framework for Cloud-Based LLMs: Replacing Privacy Information in Controlled Text Generation
Shilong Hou
Ruilin Shang
Zi Long
Xianghua Fu
Yin Chen
64
0
0
24 Feb 2025
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
Zhilin Wang
Yafu Li
Jianhao Yan
Yu Cheng
Yue Zhang
65
0
0
21 Feb 2025
Large Language Model Confidence Estimation via Black-Box Access
Large Language Model Confidence Estimation via Black-Box Access
Tejaswini Pedapati
Amit Dhurandhar
Soumya Ghosh
Soham Dan
P. Sattigeri
89
3
0
21 Feb 2025
Hallucination Detection in Large Language Models with Metamorphic Relations
Hallucination Detection in Large Language Models with Metamorphic Relations
Borui Yang
Md Afif Al Mamun
Jie M. Zhang
Gias Uddin
HILM
64
0
0
20 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation
Hieu Nguyen
Zihao He
Shoumik Atul Gandre
Ujjwal Pasupulety
Sharanya Kumari Shivakumar
Kristina Lerman
HILM
56
1
0
16 Feb 2025
Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation
Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation
Palaash Goel
Dushyant Singh Chauhan
Md. Shad Akhtar
LRM
50
0
0
11 Feb 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
Dingkang Yang
Dongling Xiao
Jinjie Wei
Mingcheng Li
Zhaoyu Chen
Ke Li
L. Zhang
HILM
94
3
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
75
0
0
21 Jan 2025
Fact-Preserved Personalized News Headline Generation
Fact-Preserved Personalized News Headline Generation
Zhao Yang
Junhong Lian
Xiang Ao
72
1
0
21 Jan 2025
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach
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
51
5
0
19 Jan 2025
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location
Ting Sun
Penghan Wang
Fan Lai
142
1
0
15 Jan 2025
Federated Heavy Hitter Analytics with Local Differential Privacy
Federated Heavy Hitter Analytics with Local Differential Privacy
Yuemin Zhang
Qingqing Ye
Haibo Hu
FedML
82
1
0
03 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
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
86
0
0
02 Jan 2025
Zero-Shot Strategies for Length-Controllable Summarization
Zero-Shot Strategies for Length-Controllable Summarization
Fabian Retkowski
A. Waibel
49
3
0
31 Dec 2024
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents
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
185
1
0
16 Dec 2024
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality
Viktoriia Chekalina
Anton Razzigaev
Elizaveta Goncharova
Andrey Kuznetsov
KELM
71
0
0
18 Nov 2024
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages
Hoang Nguyen
Khyati Mahajan
Vikas Yadav
Philip S. Yu
Masoud Hashemi
Rishabh Maheshwary
Rishabh Maheshwary
47
0
0
04 Nov 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator
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
33
5
0
24 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
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
50
0
0
22 Oct 2024
Style-Compress: An LLM-Based Prompt Compression Framework Considering
  Task-Specific Styles
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
Xiao Pu
Tianxing He
Xiaojun Wan
VLM
35
3
0
17 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond
Shanshan Han
78
1
0
09 Oct 2024
Differential Transformer
Differential Transformer
Tianzhu Ye
Li Dong
Yuqing Xia
Yutao Sun
Yi Zhu
Gao Huang
Furu Wei
133
0
0
07 Oct 2024
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models
Yuxuan Zhang
Ruizhe Li
MoMe
53
0
0
02 Oct 2024
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for
  Empathetic Response Generation via a RL-Diffusion Framework
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework
Jiahao Yuan
Zixiang Di
Zhiqing Cui
Guisong Yang
Usman Naseem
56
0
0
16 Sep 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
Han Wang
Archiki Prasad
Elias Stengel-Eskin
Mohit Bansal
79
5
0
11 Sep 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
Guangyuan Ma
Yongliang Ma
Xing Wu
Zhenpeng Su
Ming Zhou
Songlin Hu
OOD
39
2
0
20 Aug 2024
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
Sania Nayab
Giulio Rossolini
Giorgio Buttazzo
Nicolamaria Manes
F. Giacomelli
Nicolamaria Manes
Fabrizio Giacomelli
LRM
49
23
0
29 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text
  Generation: A State-of-the-Art Investigation
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation
Joy Mahapatra
Utpal Garain
37
9
0
19 Jul 2024
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
Chenghao Fan
Zhenyi Lu
Wei Wei
Jie Tian
Xiaoye Qu
Dangyang Chen
Yu Cheng
MoMe
48
5
0
17 Jun 2024
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken
  Language Understanding
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding
Trang Le
Daniel Lazar
Suyoun Kim
Shan Jiang
Duc Le
Adithya Sagar
Aleksandr Livshits
Ahmed Aly
Akshat Shrivastava
31
0
0
12 Jun 2024
Examining the robustness of LLM evaluation to the distributional
  assumptions of benchmarks
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
Effective Unsupervised Constrained Text Generation based on Perturbed
  Masking
Effective Unsupervised Constrained Text Generation based on Perturbed Masking
Yingwen Fu
Wenjie Ou
Zhou Yu
Yue Lin
23
1
0
24 Apr 2024
Generating Attractive and Authentic Copywriting from Customer Reviews
Generating Attractive and Authentic Copywriting from Customer Reviews
Yu-Xiang Lin
Wei-Yun Ma
34
2
0
22 Apr 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline
  Generation
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation
Minghui Xu
Hao Fei
Fei Li
Shengqiong Wu
Rui Sun
Chong Teng
Donghong Ji
27
0
0
23 Mar 2024
Enhancing Court View Generation with Knowledge Injection and Guidance
Enhancing Court View Generation with Knowledge Injection and Guidance
Ang Li
Yiquan Wu
Yifei Liu
Fei Wu
Ming Cai
Kun Kuang
AILaw
30
0
0
07 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
Hanlei Jin
Yang Zhang
Dan Meng
Jun Wang
Jinghua Tan
68
79
0
05 Mar 2024
How Much Annotation is Needed to Compare Summarization Models?
How Much Annotation is Needed to Compare Summarization Models?
Chantal Shaib
Joe Barrow
Alexa F. Siu
Byron C. Wallace
A. Nenkova
45
2
0
28 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation
  for Diverse Summarisation Tasks
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks
Huajian Zhang
Yumo Xu
Laura Perez-Beltrachini
HILM
26
9
0
27 Feb 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language
  Models
A Comprehensive Evaluation of Quantization Strategies for Large Language Models
Renren Jin
Jiangcun Du
Wuwei Huang
Wei Liu
Jian Luan
Bin Wang
Deyi Xiong
MQ
30
31
0
26 Feb 2024
The Lay Person's Guide to Biomedicine: Orchestrating Large Language
  Models
The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models
Zheheng Luo
Qianqian Xie
Sophia Ananiadou
43
0
0
21 Feb 2024
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence
Kundan Krishna
S. Ramprasad
Prakhar Gupta
Byron C. Wallace
Zachary Chase Lipton
Jeffrey P. Bigham
HILM
KELM
SyDa
52
9
0
19 Feb 2024
On the Efficacy of Eviction Policy for Key-Value Constrained Generative
  Language Model Inference
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference
Siyu Ren
Kenny Q. Zhu
18
27
0
09 Feb 2024
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