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Unsupervised Learning of Narrative Event Chains
Nathanael Chambers
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Dan Jurafsky
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Paper Details:
Month: June
Year: 2008
Location: Columbus, Ohio
Venue:
ACL |
Citations
URL
Million-scale Derivation of Semantic Relations from a Manually Constructed Predicate Taxonomy
Motoki Sano
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Kentaro Torisawa
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Julien Kloetzer
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Chikara Hashimoto
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István Varga
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Jong-Hoon Oh
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Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction
Peifeng Li
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Qiaoming Zhu
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Guodong Zhou
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Unsupervised extraction of semantic relations using discourse cues
Juliette Conrath
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Stergos Afantenos
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Nicholas Asher
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Philippe Muller
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Towards Time-Aware Knowledge Graph Completion
Tingsong Jiang
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Tianyu Liu
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Tao Ge
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Lei Sha
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Baobao Chang
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Sujian Li
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Zhifang Sui
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Revisiting the Evaluation for Cross Document Event Coreference
Shyam Upadhyay
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Nitish Gupta
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Christos Christodoulopoulos
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Dan Roth
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Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training
Zhongyang Li
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Xiao Ding
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Ting Liu
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A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task
Qian Li
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Ziwei Li
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Jin-Mao Wei
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Yanhui Gu
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Adam Jatowt
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Zhenglu Yang
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Graph Based Decoding for Event Sequencing and Coreference Resolution
Zhengzhong Liu
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Teruko Mitamura
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Eduard Hovy
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Automatically Producing Plot Unit Representations for Narrative Text
Amit Goyal
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Ellen Riloff
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Hal Daumé III
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Minimally Supervised Event Causality Identification
Quang Do
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Yee Seng Chan
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Dan Roth
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Learning Verb Inference Rules from Linguistically-Motivated Evidence
Hila Weisman
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Jonathan Berant
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Idan Szpektor
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Ido Dagan
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Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge
Altaf Rahman
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Vincent Ng
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Unsupervised Induction of Contingent Event Pairs from Film Scenes
Zhichao Hu
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Elahe Rahimtoroghi
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Larissa Munishkina
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Reid Swanson
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Marilyn A. Walker
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Building Event Threads out of Multiple News Articles
Xavier Tannier
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Véronique Moriceau
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Chinese Zero Pronoun Resolution: Some Recent Advances
Chen Chen
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Vincent Ng
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Generating Coherent Event Schemas at Scale
Niranjan Balasubramanian
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Stephen Soderland
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Mausam
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Oren Etzioni
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Script Induction as Language Modeling
Rachel Rudinger
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Pushpendre Rastogi
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Francis Ferraro
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Benjamin Van Durme
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Encoding Temporal Information for Time-Aware Link Prediction
Tingsong Jiang
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Tianyu Liu
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Tao Ge
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Lei Sha
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Sujian Li
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Baobao Chang
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Zhifang Sui
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Integrating Order Information and Event Relation for Script Event Prediction
Zhongqing Wang
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Yue Zhang
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Ching-Yun Chang
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Story Comprehension for Predicting What Happens Next
Snigdha Chaturvedi
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Haoruo Peng
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Dan Roth
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Dynamic Entity Representations in Neural Language Models
Yangfeng Ji
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Chenhao Tan
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Sebastian Martschat
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Yejin Choi
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Noah A. Smith
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Automatic Event Salience Identification
Zhengzhong Liu
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Chenyan Xiong
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Teruko Mitamura
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Eduard Hovy
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Picking Apart Story Salads
Su Wang
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Eric Holgate
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Greg Durrett
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Katrin Erk
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Hierarchical Quantized Representations for Script Generation
Noah Weber
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Leena Shekhar
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Niranjan Balasubramanian
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Nathanael Chambers
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When Did that Happen? — Linking Events and Relations to Timestamps
Dirk Hovy
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James Fan
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Alfio Gliozzo
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Siddharth Patwardhan
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Christopher Welty
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Skip N-grams and Ranking Functions for Predicting Script Events
Bram Jans
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Steven Bethard
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Ivan Vulić
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Marie Francine Moens
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A Hierarchical Bayesian Model for Unsupervised Induction of Script Knowledge
Lea Frermann
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Ivan Titov
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Manfred Pinkal
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Statistical Script Learning with Multi-Argument Events
Karl Pichotta
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Raymond Mooney
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“I Object!” Modeling Latent Pragmatic Effects in Courtroom Dialogues
Dan Goldwasser
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Hal Daumé III
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Semantic Role Labeling of Implicit Arguments for Nominal Predicates
Matthew Gerber
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Joyce Y. Chai
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Event Embeddings for Semantic Script Modeling
Ashutosh Modi
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A Joint Model for Semantic Sequences: Frames, Entities, Sentiments
Haoruo Peng
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Snigdha Chaturvedi
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Dan Roth
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HiEve: A Corpus for Extracting Event Hierarchies from News Stories
Goran Glavaš
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Jan Šnajder
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Marie-Francine Moens
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Parisa Kordjamshidi
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Towards Automatic Detection of Narrative Structure
Jessica Ouyang
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Kathy McKeown
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Detecting Subevent Structure for Event Coreference Resolution
Jun Araki
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Zhengzhong Liu
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Eduard Hovy
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Teruko Mitamura
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InScript: Narrative texts annotated with script information
Ashutosh Modi
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Tatjana Anikina
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Simon Ostermann
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Manfred Pinkal
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Mapping Texts to Scripts: An Entailment Study
Simon Ostermann
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Hannah Seitz
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Stefan Thater
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Manfred Pinkal
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MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge
Simon Ostermann
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Ashutosh Modi
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Michael Roth
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Stefan Thater
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Manfred Pinkal
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Cross-document Temporal and Spatial Person Tracking System Demonstration
Heng Ji
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Zheng Chen
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Multiple Narrative Disentanglement: Unraveling Infinite Jest
Byron Wallace
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Space Efficiencies in Discourse Modeling via Conditional Random Sampling
Brian Kjersten
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Benjamin Van Durme
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Probabilistic Frame Induction
Jackie Chi Kit Cheung
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Hoifung Poon
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Lucy Vanderwende
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Lexical Event Ordering with an Edge-Factored Model
Omri Abend
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Shay B. Cohen
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Mark Steedman
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Joint Learning Templates and Slots for Event Schema Induction
Lei Sha
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Sujian Li
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Baobao Chang
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Zhifang Sui
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Improving event prediction by representing script participants
Simon Ahrendt
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Vera Demberg
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A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories
Nasrin Mostafazadeh
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Nathanael Chambers
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Xiaodong He
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Devi Parikh
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Dhruv Batra
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Lucy Vanderwende
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Pushmeet Kohli
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James Allen
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Unsupervised Ranking Model for Entity Coreference Resolution
Xuezhe Ma
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Zhengzhong Liu
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Eduard Hovy
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Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer
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Anupam Guha
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Snigdha Chaturvedi
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Jordan Boyd-Graber
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Hal Daumé III
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Relational Summarization for Corpus Analysis
Abram Handler
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Brendan O’Connor
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Learning to Tell Tales: A Data-driven Approach to Story Generation
Neil McIntyre
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Mirella Lapata
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Unsupervised Learning of Narrative Schemas and their Participants
Nathanael Chambers
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Dan Jurafsky
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Extracting Social Networks from Literary Fiction
David Elson
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Nicholas Dames
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Kathleen McKeown
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Learning Script Knowledge with Web Experiments
Michaela Regneri
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Alexander Koller
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Manfred Pinkal
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Plot Induction and Evolutionary Search for Story Generation
Neil McIntyre
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Mirella Lapata
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Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates
Matthew Gerber
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Joyce Chai
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Template-Based Information Extraction without the Templates
Nathanael Chambers
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Dan Jurafsky
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Learning Latent Personas of Film Characters
David Bamman
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Brendan O’Connor
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Noah A. Smith
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Argument Inference from Relevant Event Mentions in Chinese Argument Extraction
Peifeng Li
|
Qiaoming Zhu
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Guodong Zhou
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Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features
Chikara Hashimoto
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Kentaro Torisawa
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Julien Kloetzer
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Motoki Sano
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István Varga
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Jong-Hoon Oh
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Yutaka Kidawara
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Generative Event Schema Induction with Entity Disambiguation
Kiem-Hieu Nguyen
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Xavier Tannier
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Olivier Ferret
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Romaric Besançon
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Storybase: Towards Building a Knowledge Base for News Events
Zhaohui Wu
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Chen Liang
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C. Lee Giles
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Using Sentence-Level LSTM Language Models for Script Inference
Karl Pichotta
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Raymond J. Mooney
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Two Discourse Driven Language Models for Semantics
Haoruo Peng
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Dan Roth
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Learning Prototypical Event Structure from Photo Albums
Antoine Bosselut
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Jianfu Chen
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David Warren
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Hannaneh Hajishirzi
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Yejin Choi
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The State of the Art in Semantic Representation
Omri Abend
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Ari Rappoport
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Temporal Event Knowledge Acquisition via Identifying Narratives
Wenlin Yao
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Ruihong Huang
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Learning Prototypical Goal Activities for Locations
Tianyu Jiang
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Ellen Riloff
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A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text
Shashank Srivastava
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Nebojsa Jojic
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Unsupervised Discovery of Biographical Structure from Text
David Bamman
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Noah A. Smith
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Understanding Satirical Articles Using Common-Sense
Dan Goldwasser
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Xiao Zhang
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Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction
Ashutosh Modi
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Ivan Titov
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Vera Demberg
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Asad Sayeed
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Manfred Pinkal
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Ordinal Common-sense Inference
Sheng Zhang
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Rachel Rudinger
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Kevin Duh
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Benjamin Van Durme
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Towards Evaluating Narrative Quality In Student Writing
Swapna Somasundaran
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Michael Flor
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Martin Chodorow
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Hillary Molloy
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Binod Gyawali
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Laura McCulla
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Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns
Kellie Webster
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Marta Recasens
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Vera Axelrod
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Jason Baldridge
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SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge
Simon Ostermann
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Michael Roth
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Ashutosh Modi
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Stefan Thater
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Manfred Pinkal
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Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension
Liang Wang
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Meng Sun
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Wei Zhao
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Kewei Shen
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Jingming Liu
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Mining Script-Like Structures from the Web
Niels Kasch
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Tim Oates
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Discourse Structure and Computation: Past, Present and Future
Bonnie Webber
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Aravind Joshi
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Groundhog DAG: Representing Semantic Repetition in Literary Narratives
Greg Lessard
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Michael Levison
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Toward a Better Understanding of Causality between Verbal Events: Extraction and Analysis of the Causal Power of Verb-Verb Associations
Mehwish Riaz
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Roxana Girju
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Inducing Neural Models of Script Knowledge
Ashutosh Modi
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Ivan Titov
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Evaluation for Partial Event Coreference
Jun Araki
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Eduard Hovy
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Teruko Mitamura
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Constructing Coherent Event Hierarchies from News Stories
Goran Glavaš
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Jan Šnajder
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Evaluation Algorithms for Event Nugget Detection : A Pilot Study
Zhengzhong Liu
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Teruko Mitamura
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Eduard Hovy
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Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model
Yuki Murakami
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Yoshimasa Tsuruoka
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From TimeLines to StoryLines: A preliminary proposal for evaluating narratives
Egoitz Laparra
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Itziar Aldabe
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German Rigau
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CaTeRS: Causal and Temporal Relation Scheme for Semantic Annotation of Event Structures
Nasrin Mostafazadeh
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Alyson Grealish
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Nathanael Chambers
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James Allen
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Lucy Vanderwende
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Computable News Ecosystems: Roles for Humans and Machines
David Caswell
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Statistical Script Learning with Recurrent Neural Networks
Karl Pichotta
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Raymond Mooney
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Inducing Script Structure from Crowdsourced Event Descriptions via Semi-Supervised Clustering
Lilian Wanzare
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Alessandra Zarcone
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Stefan Thater
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Manfred Pinkal
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Behind the Scenes of an Evolving Event Cloze Test
Nathanael Chambers
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Sentiment Analysis and Lexical Cohesion for the Story Cloze Task
Michael Flor
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Swapna Somasundaran
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Resource-Lean Modeling of Coherence in Commonsense Stories
Niko Schenk
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Christian Chiarcos
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Improving Shared Argument Identification in Japanese Event Knowledge Acquisition
Yin Jou Huang
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Sadao Kurohashi
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Inference of Fine-Grained Event Causality from Blogs and Films
Zhichao Hu
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Elahe Rahimtoroghi
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Marilyn Walker
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Inferring Narrative Causality between Event Pairs in Films
Zhichao Hu
|
Marilyn Walker
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Handling Multiword Expressions in Causality Estimation
Shota Sasaki
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Sho Takase
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Naoya Inoue
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Naoaki Okazaki
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Kentaro Inui
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Neural Event Extraction from Movies Description
Alex Tozzo
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Dejan Jovanović
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Mohamed Amer
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Addressing the Winograd Schema Challenge as a Sequence Ranking Task
Juri Opitz
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Anette Frank
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Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation
Tommaso Caselli
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Oana Inel
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An Example-Based Approach to Difficult Pronoun Resolution
Canasai Kruengkrai
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Naoya Inoue
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Jun Sugiura
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Kentaro Inui
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http://nlp.stanford.edu/software/lex-parser.shtml
http://opennlp.sourceforge.net
Field Of Study
Linguistic Trends
Discourse
Task
Semantic Similarity
Question Answering
Summarization
Language
English
Dataset
News
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