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Multi-document Summarization via Budgeted Maximization of Submodular Functions
Hui Lin
|
Jeff Bilmes
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Paper Details:
Month: June
Year: 2010
Location: Los Angeles, California
Venue:
NAACL |
Citations
URL
A Redundancy-Aware Sentence Regression Framework for Extractive Summarization
Pengjie Ren
|
Furu Wei
|
Zhumin Chen
|
Jun Ma
|
Ming Zhou
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Learning to Distill: The Essence Vector Modeling Framework
Kuan-Yu Chen
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Shih-Hung Liu
|
Berlin Chen
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Hsin-Min Wang
|
Document Summarization via Guided Sentence Compression
Chen Li
|
Fei Liu
|
Fuliang Weng
|
Yang Liu
|
Submodularity for Data Selection in Machine Translation
Katrin Kirchhoff
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Jeff Bilmes
|
Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees
Chen Li
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Yang Liu
|
Fei Liu
|
Lin Zhao
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Fuliang Weng
|
Phrase-based Compressive Cross-Language Summarization
Jin-ge Yao
|
Xiaojun Wan
|
Jianguo Xiao
|
Monotone Submodularity in Opinion Summaries
Jayanth Jayanth
|
Jayaprakash Sundararaj
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Pushpak Bhattacharyya
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Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions
Florian Boudin
|
Hugo Mougard
|
Benoit Favre
|
Extractive Summarization by Maximizing Semantic Volume
Dani Yogatama
|
Fei Liu
|
Noah A. Smith
|
Unsupervised Text Recap Extraction for TV Series
Hongliang Yu
|
Shikun Zhang
|
Louis-Philippe Morency
|
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video
Haoran Li
|
Junnan Zhu
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Cong Ma
|
Jiajun Zhang
|
Chengqing Zong
|
Towards Automatic Construction of News Overview Articles by News Synthesis
Jianmin Zhang
|
Xiaojun Wan
|
Neural Latent Extractive Document Summarization
Xingxing Zhang
|
Mirella Lapata
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Furu Wei
|
Ming Zhou
|
Large-Margin Learning of Submodular Summarization Models
Ruben Sipos
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Pannaga Shivaswamy
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Thorsten Joachims
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Post-Processing Techniques for Improving Predictions of Multilabel Learning Approaches
Akshay Soni
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Aasish Pappu
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Jerry Chia-mau Ni
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Troy Chevalier
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Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging
Yllias Chali
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Moin Tanvee
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Mir Tafseer Nayeem
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A Temporally Sensitive Submodularity Framework for Timeline Summarization
Sebastian Martschat
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Katja Markert
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A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization
Masaaki Nishino
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Norihito Yasuda
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Tsutomu Hirao
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Shin-ichi Minato
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Masaaki Nagata
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Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization
Chen Li
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Yang Liu
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Lin Zhao
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Toward Abstractive Summarization Using Semantic Representations
Fei Liu
|
Jeffrey Flanigan
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Sam Thomson
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Norman Sadeh
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Noah A. Smith
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Automatic Summarization of Student Course Feedback
Wencan Luo
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Fei Liu
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Zitao Liu
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Diane Litman
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A Class of Submodular Functions for Document Summarization
Hui Lin
|
Jeff Bilmes
|
Word Alignment via Submodular Maximization over Matroids
Hui Lin
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Jeff Bilmes
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Query Snowball: A Co-occurrence-based Approach to Multi-document Summarization for Question Answering
Hajime Morita
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Tetsuya Sakai
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Manabu Okumura
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Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning
Miguel Almeida
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André Martins
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Using Supervised Bigram-based ILP for Extractive Summarization
Chen Li
|
Xian Qian
|
Yang Liu
|
Subtree Extractive Summarization via Submodular Maximization
Hajime Morita
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Ryohei Sasano
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Hiroya Takamura
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Manabu Okumura
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Domain-Independent Abstract Generation for Focused Meeting Summarization
Lu Wang
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Claire Cardie
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Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
Ramakrishna Bairi
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Rishabh Iyer
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Ganesh Ramakrishnan
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Jeff Bilmes
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Abstractive Multi-Document Summarization via Phrase Selection and Merging
Lidong Bing
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Piji Li
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Yi Liao
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Wai Lam
|
Weiwei Guo
|
Rebecca Passonneau
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BrailleSUM: A News Summarization System for the Blind and Visually Impaired People
Xiaojun Wan
|
Yue Hu
|
Towards Constructing Sports News from Live Text Commentary
Jianmin Zhang
|
Jin-ge Yao
|
Xiaojun Wan
|
Automatic Labeling of Topic Models Using Text Summaries
Xiaojun Wan
|
Tianming Wang
|
Phrase Table Pruning via Submodular Function Maximization
Masaaki Nishino
|
Jun Suzuki
|
Masaaki Nagata
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Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
Guokan Shang
|
Wensi Ding
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Zekun Zhang
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Antoine Tixier
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Polykarpos Meladianos
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Michalis Vazirgiannis
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Jean-Pierre Lorré
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Towards Opinion Summarization from Online Forums
Ying Ding
|
Jing Jiang
|
Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach
Luís Marujo
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Ricardo Ribeiro
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David Martins de Matos
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João Neto
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Anatole Gershman
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Jaime Carbonell
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Content Selection for Real-time Sports News Construction from Commentary Texts
Jin-ge Yao
|
Jianmin Zhang
|
Xiaojun Wan
|
Jianguo Xiao
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Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization
Antoine Tixier
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Polykarpos Meladianos
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Michalis Vazirgiannis
|
http://www-nlpir.nist.gov/projects/duc/index.html
Field Of Study
Task
Information Retrieval
Summarization
Language
English
Dataset
News
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