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A Class of Submodular Functions for Document Summarization
Hui Lin
|
Jeff Bilmes
|
Paper Details:
Month: June
Year: 2011
Location: Portland, Oregon, USA
Venue:
ACL |
Citations
URL
Enforcing Topic Diversity in a Document Recommender for Conversations
Maryam Habibi
|
Andrei Popescu-Belis
|
A Step Towards Usable Privacy Policy: Automatic Alignment of Privacy Statements
Fei Liu
|
Rohan Ramanath
|
Norman Sadeh
|
Noah A. Smith
|
Query-Focused Opinion Summarization for User-Generated Content
Lu Wang
|
Hema Raghavan
|
Claire Cardie
|
Vittorio Castelli
|
A Redundancy-Aware Sentence Regression Framework for Extractive Summarization
Pengjie Ren
|
Furu Wei
|
Zhumin Chen
|
Jun Ma
|
Ming Zhou
|
Exploring Text Links for Coherent Multi-Document Summarization
Xun Wang
|
Masaaki Nishino
|
Tsutomu Hirao
|
Katsuhito Sudoh
|
Masaaki Nagata
|
A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence
Maxime Peyrard
|
Judith Eckle-Kohler
|
An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model
Shulei Ma
|
Zhi-Hong Deng
|
Yunlun Yang
|
Fast Joint Compression and Summarization via Graph Cuts
Xian Qian
|
Yang Liu
|
Submodularity for Data Selection in Machine Translation
Katrin Kirchhoff
|
Jeff Bilmes
|
System Combination for Multi-document Summarization
Kai Hong
|
Mitchell Marcus
|
Ani Nenkova
|
Phrase-based Compressive Cross-Language Summarization
Jin-ge Yao
|
Xiaojun Wan
|
Jianguo Xiao
|
Monotone Submodularity in Opinion Summaries
Jayanth Jayanth
|
Jayaprakash Sundararaj
|
Pushpak Bhattacharyya
|
Unsupervised Text Recap Extraction for TV Series
Hongliang Yu
|
Shikun Zhang
|
Louis-Philippe Morency
|
Affinity-Preserving Random Walk for Multi-Document Summarization
Kexiang Wang
|
Tianyu Liu
|
Zhifang Sui
|
Baobao Chang
|
Towards Automatic Construction of News Overview Articles by News Synthesis
Jianmin Zhang
|
Xiaojun Wan
|
Improving Neural Abstractive Document Summarization with Structural Regularization
Wei Li
|
Xinyan Xiao
|
Yajuan Lyu
|
Yuanzhuo Wang
|
Large-Margin Learning of Submodular Summarization Models
Ruben Sipos
|
Pannaga Shivaswamy
|
Thorsten Joachims
|
Enumeration of Extractive Oracle Summaries
Tsutomu Hirao
|
Masaaki Nishino
|
Jun Suzuki
|
Masaaki Nagata
|
Improving ROUGE for Timeline Summarization
Sebastian Martschat
|
Katja Markert
|
Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization
Litton J Kurisinkel
|
Yue Zhang
|
Vasudeva Varma
|
Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination
Liunian Li
|
Xiaojun Wan
|
Jin-ge Yao
|
Siming Yan
|
Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging
Yllias Chali
|
Moin Tanvee
|
Mir Tafseer Nayeem
|
Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization
Markus Zopf
|
Eneldo Loza Mencía
|
Johannes Fürnkranz
|
A Temporally Sensitive Submodularity Framework for Timeline Summarization
Sebastian Martschat
|
Katja Markert
|
A Repository of State of the Art and Competitive Baseline Summaries for Generic News Summarization
Kai Hong
|
John Conroy
|
Benoit Favre
|
Alex Kulesza
|
Hui Lin
|
Ani Nenkova
|
Sentence Similarity based on Dependency Tree Kernels for Multi-document Summarization
Şaziye Betül Özateş
|
Arzucan Özgür
|
Dragomir Radev
|
Auto-hMDS: Automatic Construction of a Large Heterogeneous Multilingual Multi-Document Summarization Corpus
Markus Zopf
|
Using Document Summarization Techniques for Speech Data Subset Selection
Kai Wei
|
Yuzong Liu
|
Katrin Kirchhoff
|
Jeff Bilmes
|
Towards Coherent Multi-Document Summarization
Janara Christensen
|
Mausam
|
Stephen Soderland
|
Oren Etzioni
|
A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization
Masaaki Nishino
|
Norihito Yasuda
|
Tsutomu Hirao
|
Shin-ichi Minato
|
Masaaki Nagata
|
Socially-Informed Timeline Generation for Complex Events
Lu Wang
|
Claire Cardie
|
Galen Marchetti
|
Clustering Sentences with Density Peaks for Multi-document Summarization
Yang Zhang
|
Yunqing Xia
|
Yi Liu
|
Wenmin Wang
|
Non-decreasing Sub-modular Function for Comprehensible Summarization
Litton J Kurisinkel
|
Pruthwik Mishra
|
Vigneshwaran Muralidaran
|
Vasudeva Varma
|
Dipti Misra Sharma
|
Estimating Summary Quality with Pairwise Preferences
Markus Zopf
|
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function
Shinsaku Sakaue
|
Tsutomu Hirao
|
Masaaki Nishino
|
Masaaki Nagata
|
Objective Function Learning to Match Human Judgements for Optimization-Based Summarization
Maxime Peyrard
|
Iryna Gurevych
|
Summarization Through Submodularity and Dispersion
Anirban Dasgupta
|
Ravi Kumar
|
Sujith Ravi
|
Subtree Extractive Summarization via Submodular Maximization
Hajime Morita
|
Ryohei Sasano
|
Hiroya Takamura
|
Manabu Okumura
|
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization
Lu Wang
|
Hema Raghavan
|
Vittorio Castelli
|
Radu Florian
|
Claire Cardie
|
Diverse Keyword Extraction from Conversations
Maryam Habibi
|
Andrei Popescu-Belis
|
Hierarchical Summarization: Scaling Up Multi-Document Summarization
Janara Christensen
|
Stephen Soderland
|
Gagan Bansal
|
Mausam
|
Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
Ramakrishna Bairi
|
Rishabh Iyer
|
Ganesh Ramakrishnan
|
Jeff Bilmes
|
Predicting Salient Updates for Disaster Summarization
Chris Kedzie
|
Kathleen McKeown
|
Fernando Diaz
|
Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization
Maxime Peyrard
|
Judith Eckle-Kohler
|
Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints
Greg Durrett
|
Taylor Berg-Kirkpatrick
|
Dan Klein
|
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
|
A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments
Maxime Peyrard
|
Judith Eckle-Kohler
|
Neural Document Summarization by Jointly Learning to Score and Select Sentences
Qingyu Zhou
|
Nan Yang
|
Furu Wei
|
Shaohan Huang
|
Ming Zhou
|
Tiejun Zhao
|
Towards Opinion Summarization from Online Forums
Ying Ding
|
Jing Jiang
|
Extractive Summarization by Aggregating Multiple Similarities
Olof Mogren
|
Mikael Kågebäck
|
Devdatt Dubhashi
|
SATTY : Word Sense Induction Application in Web Search Clustering
Satyabrata Behera
|
Upasana Gaikwad
|
Ramakrishna Bairi
|
Ganesh Ramakrishnan
|
Extractive Summarization using Continuous Vector Space Models
Mikael Kågebäck
|
Olof Mogren
|
Nina Tahmasebi
|
Devdatt Dubhashi
|
Phrase Generalization: a Corpus Study in Multi-Document Abstracts and Original News Alignments
Ariani Di-Felippo
|
Ani Nenkova
|
The Role of Discourse Units in Near-Extractive Summarization
Junyi Jessy Li
|
Kapil Thadani
|
Amanda Stent
|
Centroid-based Text Summarization through Compositionality of Word Embeddings
Gaetano Rossiello
|
Pierpaolo Basile
|
Giovanni Semeraro
|
Extract with Order for Coherent Multi-Document Summarization
Mir Tafseer Nayeem
|
Yllias Chali
|
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization
Antoine Tixier
|
Polykarpos Meladianos
|
Michalis Vazirgiannis
|
Revisiting the Centroid-based Method: A Strong Baseline for Multi-Document Summarization
Demian Gholipour Ghalandari
|
http://duc.nist.org
http://glaros.dtc.umn.edu/gkhome/cluto/cluto/overview
Field Of Study
Task
Information Retrieval
Summarization
Approach
Structured Prediction
Language
English
Dataset
News
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