Proceedings of the Seventeenth Conference on Computational Natural Language Learning

Julia Hockenmaier, Sebastian Riedel (Editors)

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Sofia, Bulgaria
Association for Computational Linguistics
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Proceedings of the Seventeenth Conference on Computational Natural Language Learning
Julia Hockenmaier | Sebastian Riedel

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Online Active Learning for Cost Sensitive Domain Adaptation
Min Xiao | Yuhong Guo

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Analysis of Stopping Active Learning based on Stabilizing Predictions
Michael Bloodgood | John Grothendieck

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Improving Pointwise Mutual Information (PMI) by Incorporating Significant Co-occurrence
Om Damani

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Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields
Teemu Ruokolainen | Oskar Kohonen | Sami Virpioja | Mikko Kurimo

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Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction
Luheng He | Jennifer Gillenwater | Ben Taskar

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A Boosted Semi-Markov Perceptron
Tomoya Iwakura

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Spectral Learning of Refinement HMMs
Karl Stratos | Alexander Rush | Shay B. Cohen | Michael Collins

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Sentence Compression with Joint Structural Inference
Kapil Thadani | Kathleen McKeown

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Learning Adaptable Patterns for Passage Reranking
Aliaksei Severyn | Massimo Nicosia | Alessandro Moschitti

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Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition
Alona Fyshe | Brian Murphy | Partha Talukdar | Tom Mitchell

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Hidden Markov tree models for semantic class induction
Édouard Grave | Guillaume Obozinski | Francis Bach

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Better Word Representations with Recursive Neural Networks for Morphology
Thang Luong | Richard Socher | Christopher Manning

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Separating Disambiguation from Composition in Distributional Semantics
Dimitri Kartsaklis | Mehrnoosh Sadrzadeh | Stephen Pulman

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Frame Semantics for Stance Classification
Kazi Saidul Hasan | Vincent Ng

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Philosophers are Mortal: Inferring the Truth of Unseen Facts
Gabor Angeli | Christopher Manning

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Towards Robust Linguistic Analysis using OntoNotes
Sameer Pradhan | Alessandro Moschitti | Nianwen Xue | Hwee Tou Ng | Anders Björkelund | Olga Uryupina | Yuchen Zhang | Zhi Zhong

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Dynamic Knowledge-Base Alignment for Coreference Resolution
Jiaping Zheng | Luke Vilnis | Sameer Singh | Jinho D. Choi | Andrew McCallum

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A Non-Monotonic Arc-Eager Transition System for Dependency Parsing
Matthew Honnibal | Yoav Goldberg | Mark Johnson

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Collapsed Variational Bayesian Inference for PCFGs
Pengyu Wang | Phil Blunsom

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Polyglot: Distributed Word Representations for Multilingual NLP
Rami Al-Rfou’ | Bryan Perozzi | Steven Skiena

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Exploiting multiple hypotheses for Multilingual Spoken Language Understanding
Marcos Calvo | Fernando García | Lluís-F. Hurtado | Santiago Jiménez | Emilio Sanchis

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Multilingual WSD-like Constraints for Paraphrase Extraction
Wilker Aziz | Lucia Specia

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Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus
Xiaodong Liu | Kevin Duh | Yuji Matsumoto

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Terminology Extraction Approaches for Product Aspect Detection in Customer Reviews
Jürgen Broß | Heiko Ehrig

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Acquisition of Desires before Beliefs: A Computional Investigation
Libby Barak | Afsaneh Fazly | Suzanne Stevenson