Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
Lluís Màrquez, Chris Callison-Burch, Jian Su (Editors)
- Anthology ID:
- D15-1
- Month:
- September
- Year:
- 2015
- Address:
- Lisbon, Portugal
- Venue:
- EMNLP
- Event:
- Conference on Empirical Methods in Natural Language Processing (2015)
- SIG:
- SIGDAT
- Publisher:
- Association for Computational Linguistics
- URL:
- https://preview.aclanthology.org/switch-docopt-to-docopt-ng/D15-1/
- DOI:
- 10.18653/v1/D15-1
- PDF:
- https://preview.aclanthology.org/switch-docopt-to-docopt-ng/D15-1.pdf
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
Lluís Màrquez | Chris Callison-Burch | Jian Su
Lluís Màrquez | Chris Callison-Burch | Jian Su
Language Understanding for Text-based Games using Deep Reinforcement Learning
Karthik Narasimhan | Tejas Kulkarni | Regina Barzilay
Karthik Narasimhan | Tejas Kulkarni | Regina Barzilay
Distributional vectors encode referential attributes
Abhijeet Gupta | Gemma Boleda | Marco Baroni | Sebastian Padó
Abhijeet Gupta | Gemma Boleda | Marco Baroni | Sebastian Padó
Building a shared world: mapping distributional to model-theoretic semantic spaces
Aurélie Herbelot | Eva Maria Vecchi
Aurélie Herbelot | Eva Maria Vecchi
Syntax-based Rewriting for Simultaneous Machine Translation
He He | Alvin Grissom II | John Morgan | Jordan Boyd-Graber | Hal Daumé III
He He | Alvin Grissom II | John Morgan | Jordan Boyd-Graber | Hal Daumé III
Identifying Political Sentiment between Nation States with Social Media
Nathanael Chambers | Victor Bowen | Ethan Genco | Xisen Tian | Eric Young | Ganesh Harihara | Eugene Yang
Nathanael Chambers | Victor Bowen | Ethan Genco | Xisen Tian | Eric Young | Ganesh Harihara | Eugene Yang
Using Personal Traits For Brand Preference Prediction
Chao Yang | Shimei Pan | Jalal Mahmud | Huahai Yang | Padmini Srinivasan
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Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information
Tuan Tran | Nam Khanh Tran | Asmelash Teka Hadgu | Robert Jäschke
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Indicative Tweet Generation: An Extractive Summarization Problem?
Priya Sidhaye | Jackie Chi Kit Cheung
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Visual Bilingual Lexicon Induction with Transferred ConvNet Features
Douwe Kiela | Ivan Vulić | Stephen Clark
Douwe Kiela | Ivan Vulić | Stephen Clark
Monotone Submodularity in Opinion Summaries
Jayanth Jayanth | Jayaprakash Sundararaj | Pushpak Bhattacharyya
Jayanth Jayanth | Jayaprakash Sundararaj | Pushpak Bhattacharyya
Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models
Lingjia Deng | Janyce Wiebe
Lingjia Deng | Janyce Wiebe
Cross-document Event Coreference Resolution based on Cross-media Features
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Tongtao Zhang | Hongzhi Li | Heng Ji | Shih-Fu Chang
A Survey of Current Datasets for Vision and Language Research
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Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions
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Factorization of Latent Variables in Distributional Semantic Models
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Non-lexical neural architecture for fine-grained POS Tagging
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Modeling Tweet Arrival Times using Log-Gaussian Cox Processes
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Aligning Knowledge and Text Embeddings by Entity Descriptions
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Evaluation methods for unsupervised word embeddings
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Efficient Methods for Incorporating Knowledge into Topic Models
Yi Yang | Doug Downey | Jordan Boyd-Graber
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Density-Driven Cross-Lingual Transfer of Dependency Parsers
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A Neural Network Model for Low-Resource Universal Dependency Parsing
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Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs
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Sentence Compression by Deletion with LSTMs
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An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering
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A Neural Attention Model for Abstractive Sentence Summarization
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Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure
Arman Cohan | Nazli Goharian
Arman Cohan | Nazli Goharian
Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags
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Yeyun Gong | Qi Zhang | Xuanjing Huang
A Graph-based Readability Assessment Method using Word Coupling
Zhiwei Jiang | Gang Sun | Qing Gu | Tao Bai | Daoxu Chen
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More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets
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Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression
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Spelling Correction of User Search Queries through Statistical Machine Translation
Saša Hasan | Carmen Heger | Saab Mansour
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Human Evaluation of Grammatical Error Correction Systems
Roman Grundkiewicz | Marcin Junczys-Dowmunt | Edward Gillian
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Learning a Deep Hybrid Model for Semi-Supervised Text Classification
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Automatic Extraction of Time Expressions Accross Domains in French Narratives
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Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings
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Inferring Binary Relation Schemas for Open Information Extraction
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Sentiment Flow - A General Model of Web Review Argumentation
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Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining
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A large annotated corpus for learning natural language inference
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Biography-Dependent Collaborative Entity Archiving for Slot Filling
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Exploring Markov Logic Networks for Question Answering
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Modeling Relation Paths for Representation Learning of Knowledge Bases
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Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization
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Sentence Modeling with Gated Recursive Neural Network
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Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis
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Multi-label Text Categorization with Joint Learning Predictions-as-Features Method
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C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking
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FINET: Context-Aware Fine-Grained Named Entity Typing
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How Much Information Does a Human Translator Add to the Original?
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Hierarchical Recurrent Neural Network for Document Modeling
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Auto-Sizing Neural Networks: With Applications to n-gram Language Models
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Dual Decomposition Inference for Graphical Models over Strings
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Discourse parsing for multi-party chat dialogues
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Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment
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Semantic Role Labeling with Neural Network Factors
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RELLY: Inferring Hypernym Relationships Between Relational Phrases
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Mise en Place: Unsupervised Interpretation of Instructional Recipes
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Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words
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Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction
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A Discriminative Training Procedure for Continuous Translation Models
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Hierarchical Incremental Adaptation for Statistical Machine Translation
Joern Wuebker | Spence Green | John DeNero
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ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks
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Investigating Continuous Space Language Models for Machine Translation Quality Estimation
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Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages
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Translation Invariant Word Embeddings
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Hierarchical Phrase-based Stream Decoding
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Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation
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Motivating Personality-aware Machine Translation
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Trans-gram, Fast Cross-lingual Word-embeddings
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Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation
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The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
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Steffen Eger
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Long Short-Term Memory Neural Networks for Chinese Word Segmentation
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Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model
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Graph-Based Collective Lexical Selection for Statistical Machine Translation
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Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation
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How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models
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Part-of-speech Taggers for Low-resource Languages using CCA Features
Young-Bum Kim | Benjamin Snyder | Ruhi Sarikaya
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Improving Arabic Diacritization through Syntactic Analysis
Anas Shahrour | Salam Khalifa | Nizar Habash
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Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing
Meishan Zhang | Yue Zhang
Meishan Zhang | Yue Zhang
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing
Xuezhe Ma | Eduard Hovy
Xuezhe Ma | Eduard Hovy
Online Updating of Word Representations for Part-of-Speech Tagging
Wenpeng Yin | Tobias Schnabel | Hinrich Schütze
Wenpeng Yin | Tobias Schnabel | Hinrich Schütze
Empty Category Detection using Path Features and Distributed Case Frames
Shunsuke Takeno | Masaaki Nagata | Kazuhide Yamamoto
Shunsuke Takeno | Masaaki Nagata | Kazuhide Yamamoto
Foreebank: Syntactic Analysis of Customer Support Forums
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Rasoul Kaljahi | Jennifer Foster | Johann Roturier | Corentin Ribeyre | Teresa Lynn | Joseph Le Roux
Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data
Eliyahu Kiperwasser | Yoav Goldberg
Eliyahu Kiperwasser | Yoav Goldberg
Improved Transition-Based Parsing and Tagging with Neural Networks
Chris Alberti | David Weiss | Greg Coppola | Slav Petrov
Chris Alberti | David Weiss | Greg Coppola | Slav Petrov
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
Wang Ling | Chu-Cheng Lin | Yulia Tsvetkov | Silvio Amir | Ramón Fernandez Astudillo | Chris Dyer | Alan W Black | Isabel Trancoso
Wang Ling | Chu-Cheng Lin | Yulia Tsvetkov | Silvio Amir | Ramón Fernandez Astudillo | Chris Dyer | Alan W Black | Isabel Trancoso
Improving Statistical Machine Translation with a Multilingual Paraphrase Database
Ramtin Mehdizadeh Seraj | Maryam Siahbani | Anoop Sarkar
Ramtin Mehdizadeh Seraj | Maryam Siahbani | Anoop Sarkar
Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation
Xing Wang | Deyi Xiong | Min Zhang
Xing Wang | Deyi Xiong | Min Zhang
A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences
Andreas Guta | Tamer Alkhouli | Jan-Thorsten Peter | Joern Wuebker | Hermann Ney
Andreas Guta | Tamer Alkhouli | Jan-Thorsten Peter | Joern Wuebker | Hermann Ney
Effective Approaches to Attention-based Neural Machine Translation
Thang Luong | Hieu Pham | Christopher D. Manning
Thang Luong | Hieu Pham | Christopher D. Manning
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang | Bing Qin | Ting Liu
Duyu Tang | Bing Qin | Ting Liu
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings
Pengfei Liu | Shafiq Joty | Helen Meng
Pengfei Liu | Shafiq Joty | Helen Meng
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar
Junhui Li | Muhua Zhu | Wei Lu | Guodong Zhou
Junhui Li | Muhua Zhu | Wei Lu | Guodong Zhou
Solving Geometry Problems: Combining Text and Diagram Interpretation
Minjoon Seo | Hannaneh Hajishirzi | Ali Farhadi | Oren Etzioni | Clint Malcolm
Minjoon Seo | Hannaneh Hajishirzi | Ali Farhadi | Oren Etzioni | Clint Malcolm
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities
Yevgeni Berzak | Andrei Barbu | Daniel Harari | Boris Katz | Shimon Ullman
Yevgeni Berzak | Andrei Barbu | Daniel Harari | Boris Katz | Shimon Ullman
Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction
Matt Gardner | Tom Mitchell
Matt Gardner | Tom Mitchell
Representing Text for Joint Embedding of Text and Knowledge Bases
Kristina Toutanova | Danqi Chen | Patrick Pantel | Hoifung Poon | Pallavi Choudhury | Michael Gamon
Kristina Toutanova | Danqi Chen | Patrick Pantel | Hoifung Poon | Pallavi Choudhury | Michael Gamon
A Utility Model of Authors in the Scientific Community
Yanchuan Sim | Bryan Routledge | Noah A. Smith
Yanchuan Sim | Bryan Routledge | Noah A. Smith
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
Wang Ling | Chris Dyer | Alan W Black | Isabel Trancoso | Ramón Fermandez | Silvio Amir | Luís Marujo | Tiago Luís
Wang Ling | Chris Dyer | Alan W Black | Isabel Trancoso | Ramón Fermandez | Silvio Amir | Luís Marujo | Tiago Luís
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Jianpeng Cheng | Dimitri Kartsaklis
Jianpeng Cheng | Dimitri Kartsaklis
Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections
Jingwei Zhang | Aaron Gerow | Jaan Altosaar | James Evans | Richard Jean So
Jingwei Zhang | Aaron Gerow | Jaan Altosaar | James Evans | Richard Jean So
Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei | Regina Barzilay | Tommi Jaakkola
Tao Lei | Regina Barzilay | Tommi Jaakkola
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He | Kevin Gimpel | Jimmy Lin
Hua He | Kevin Gimpel | Jimmy Lin
Posterior calibration and exploratory analysis for natural language processing models
Khanh Nguyen | Brendan O’Connor
Khanh Nguyen | Brendan O’Connor
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Shaohua Li | Jun Zhu | Chunyan Miao
Shaohua Li | Jun Zhu | Chunyan Miao
Recognizing Textual Entailment Using Probabilistic Inference
Lei Sha | Sujian Li | Baobao Chang | Zhifang Sui | Tingsong Jiang
Lei Sha | Sujian Li | Baobao Chang | Zhifang Sui | Tingsong Jiang
Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks
Zhen Wang | Tingsong Jiang | Baobao Chang | Zhifang Sui
Zhen Wang | Tingsong Jiang | Baobao Chang | Zhifang Sui
Unsupervised Negation Focus Identification with Word-Topic Graph Model
Bowei Zou | Guodong Zhou | Qiaoming Zhu
Bowei Zou | Guodong Zhou | Qiaoming Zhu
Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds
Corina Dima
Corina Dima
Event Detection and Factuality Assessment with Non-Expert Supervision
Kenton Lee | Yoav Artzi | Yejin Choi | Luke Zettlemoyer
Kenton Lee | Yoav Artzi | Yejin Choi | Luke Zettlemoyer
Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity
Julien Kloetzer | Kentaro Torisawa | Chikara Hashimoto | Jong-Hoon Oh
Julien Kloetzer | Kentaro Torisawa | Chikara Hashimoto | Jong-Hoon Oh
Learning to Identify the Best Contexts for Knowledge-based WSD
Evgenia Wasserman Pritsker | William Cohen | Einat Minkov
Evgenia Wasserman Pritsker | William Cohen | Einat Minkov
Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages
Nut Limsopatham | Nigel Collier
Nut Limsopatham | Nigel Collier
Script Induction as Language Modeling
Rachel Rudinger | Pushpendre Rastogi | Francis Ferraro | Benjamin Van Durme
Rachel Rudinger | Pushpendre Rastogi | Francis Ferraro | Benjamin Van Durme
Online Learning of Interpretable Word Embeddings
Hongyin Luo | Zhiyuan Liu | Huanbo Luan | Maosong Sun
Hongyin Luo | Zhiyuan Liu | Huanbo Luan | Maosong Sun
A Strong Lexical Matching Method for the Machine Comprehension Test
Ellery Smith | Nicola Greco | Matko Bošnjak | Andreas Vlachos
Ellery Smith | Nicola Greco | Matko Bošnjak | Andreas Vlachos
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen | Milica Gašić | Nikola Mrkšić | Pei-Hao Su | David Vandyke | Steve Young
Tsung-Hsien Wen | Milica Gašić | Nikola Mrkšić | Pei-Hao Su | David Vandyke | Steve Young
Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions
Majid Yazdani | Meghdad Farahmand | James Henderson
Majid Yazdani | Meghdad Farahmand | James Henderson
Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng | Kang Liu | Yubo Chen | Jun Zhao
Daojian Zeng | Kang Liu | Yubo Chen | Jun Zhao
CORE: Context-Aware Open Relation Extraction with Factorization Machines
Fabio Petroni | Luciano Del Corro | Rainer Gemulla
Fabio Petroni | Luciano Del Corro | Rainer Gemulla
Improved Relation Extraction with Feature-Rich Compositional Embedding Models
Matthew R. Gormley | Mo Yu | Mark Dredze
Matthew R. Gormley | Mo Yu | Mark Dredze
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths
Yan Xu | Lili Mou | Ge Li | Yunchuan Chen | Hao Peng | Zhi Jin
Yan Xu | Lili Mou | Ge Li | Yunchuan Chen | Hao Peng | Zhi Jin
A Computational Cognitive Model of Novel Word Generalization
Aida Nematzadeh | Erin Grant | Suzanne Stevenson
Aida Nematzadeh | Erin Grant | Suzanne Stevenson
Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources
Lucie Flekova | Iryna Gurevych
Lucie Flekova | Iryna Gurevych
Leave-one-out Word Alignment without Garbage Collector Effects
Xiaolin Wang | Masao Utiyama | Andrew Finch | Taro Watanabe | Eiichiro Sumita
Xiaolin Wang | Masao Utiyama | Andrew Finch | Taro Watanabe | Eiichiro Sumita
Generalized Agreement for Bidirectional Word Alignment
Chunyang Liu | Yang Liu | Maosong Sun | Huanbo Luan | Heng Yu
Chunyang Liu | Yang Liu | Maosong Sun | Huanbo Luan | Heng Yu
A Transition-based Model for Joint Segmentation, POS-tagging and Normalization
Tao Qian | Yue Zhang | Meishan Zhang | Yafeng Ren | Donghong Ji
Tao Qian | Yue Zhang | Meishan Zhang | Yafeng Ren | Donghong Ji
Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks
Xinchi Chen | Yaqian Zhou | Chenxi Zhu | Xipeng Qiu | Xuanjing Huang
Xinchi Chen | Yaqian Zhou | Chenxi Zhu | Xipeng Qiu | Xuanjing Huang
Turn-taking phenomena in incremental dialogue systems
Hatim Khouzaimi | Romain Laroche | Fabrice Lefèvre
Hatim Khouzaimi | Romain Laroche | Fabrice Lefèvre
Hierarchical Latent Words Language Models for Robust Modeling to Out-Of Domain Tasks
Ryo Masumura | Taichi Asami | Takanobu Oba | Hirokazu Masataki | Sumitaka Sakauchi | Akinori Ito
Ryo Masumura | Taichi Asami | Takanobu Oba | Hirokazu Masataki | Sumitaka Sakauchi | Akinori Ito
A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation
Gaurav Kumar | Graeme Blackwood | Jan Trmal | Daniel Povey | Sanjeev Khudanpur
Gaurav Kumar | Graeme Blackwood | Jan Trmal | Daniel Povey | Sanjeev Khudanpur
Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions
Florian Boudin | Hugo Mougard | Benoit Favre
Florian Boudin | Hugo Mougard | Benoit Favre
GhostWriter: Using an LSTM for Automatic Rap Lyric Generation
Peter Potash | Alexey Romanov | Anna Rumshisky
Peter Potash | Alexey Romanov | Anna Rumshisky
From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes
Dimitra Gkatzia | Verena Rieser | Phil Bartie | William Mackaness
Dimitra Gkatzia | Verena Rieser | Phil Bartie | William Mackaness
An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles
Deyu Zhou | Haiyang Xu | Yulan He
Deyu Zhou | Haiyang Xu | Yulan He
Topical Coherence for Graph-based Extractive Summarization
Daraksha Parveen | Hans-Martin Ramsl | Michael Strube
Daraksha Parveen | Hans-Martin Ramsl | Michael Strube
Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation
Marc Dymetman | Sriram Venkatapathy | Chunyang Xiao
Marc Dymetman | Sriram Venkatapathy | Chunyang Xiao
A quantitative analysis of gender differences in movies using psycholinguistic normatives
Anil Ramakrishna | Nikolaos Malandrakis | Elizabeth Staruk | Shrikanth Narayanan
Anil Ramakrishna | Nikolaos Malandrakis | Elizabeth Staruk | Shrikanth Narayanan
Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge
Yang Li | Peter Clark
Yang Li | Peter Clark
WikiQA: A Challenge Dataset for Open-Domain Question Answering
Yi Yang | Wen-tau Yih | Christopher Meek
Yi Yang | Wen-tau Yih | Christopher Meek
Personalized Machine Translation: Predicting Translational Preferences
Shachar Mirkin | Jean-Luc Meunier
Shachar Mirkin | Jean-Luc Meunier
Talking to the crowd: What do people react to in online discussions?
Aaron Jaech | Victoria Zayats | Hao Fang | Mari Ostendorf | Hannaneh Hajishirzi
Aaron Jaech | Victoria Zayats | Hao Fang | Mari Ostendorf | Hannaneh Hajishirzi
Knowledge Base Inference using Bridging Entities
Bhushan Kotnis | Pradeep Bansal | Partha P. Talukdar
Bhushan Kotnis | Pradeep Bansal | Partha P. Talukdar
Evaluation of Word Vector Representations by Subspace Alignment
Yulia Tsvetkov | Manaal Faruqui | Wang Ling | Guillaume Lample | Chris Dyer
Yulia Tsvetkov | Manaal Faruqui | Wang Ling | Guillaume Lample | Chris Dyer
Higher-order logical inference with compositional semantics
Koji Mineshima | Pascual Martínez-Gómez | Yusuke Miyao | Daisuke Bekki
Koji Mineshima | Pascual Martínez-Gómez | Yusuke Miyao | Daisuke Bekki
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron
Jun Araki | Teruko Mitamura
Jun Araki | Teruko Mitamura
A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation
Rico Sennrich | Barry Haddow
Rico Sennrich | Barry Haddow
A Binarized Neural Network Joint Model for Machine Translation
Jingyi Zhang | Masao Utiyama | Eiichiro Sumita | Graham Neubig | Satoshi Nakamura
Jingyi Zhang | Masao Utiyama | Eiichiro Sumita | Graham Neubig | Satoshi Nakamura
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks
Hao Peng | Lili Mou | Ge Li | Yunchuan Chen | Yangyang Lu | Zhi Jin
Hao Peng | Lili Mou | Ge Li | Yunchuan Chen | Yangyang Lu | Zhi Jin
Efficient Hyper-parameter Optimization for NLP Applications
Lidan Wang | Minwei Feng | Bowen Zhou | Bing Xiang | Sridhar Mahadevan
Lidan Wang | Minwei Feng | Bowen Zhou | Bing Xiang | Sridhar Mahadevan
Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse
Ivan Habernal | Iryna Gurevych
Ivan Habernal | Iryna Gurevych
Using Content-level Structures for Summarizing Microblog Repost Trees
Jing Li | Wei Gao | Zhongyu Wei | Baolin Peng | Kam-Fai Wong
Jing Li | Wei Gao | Zhongyu Wei | Baolin Peng | Kam-Fai Wong
Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition
Ryu Iida | Kentaro Torisawa | Chikara Hashimoto | Jong-Hoon Oh | Julien Kloetzer
Ryu Iida | Kentaro Torisawa | Chikara Hashimoto | Jong-Hoon Oh | Julien Kloetzer
Estimation of Discourse Segmentation Labels from Crowd Data
Ziheng Huang | Jialu Zhong | Rebecca J. Passonneau
Ziheng Huang | Jialu Zhong | Rebecca J. Passonneau
Comparing Word Representations for Implicit Discourse Relation Classification
Chloé Braud | Pascal Denis
Chloé Braud | Pascal Denis
Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia | Yangfeng Ji | Jacob Eisenstein
Parminder Bhatia | Yangfeng Ji | Jacob Eisenstein
Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations
Yangfeng Ji | Gongbo Zhang | Jacob Eisenstein
Yangfeng Ji | Gongbo Zhang | Jacob Eisenstein
Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia
Seokhwan Kim | Rafael E. Banchs | Haizhou Li
Seokhwan Kim | Rafael E. Banchs | Haizhou Li
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition
Biao Zhang | Jinsong Su | Deyi Xiong | Yaojie Lu | Hong Duan | Junfeng Yao
Biao Zhang | Jinsong Su | Deyi Xiong | Yaojie Lu | Hong Duan | Junfeng Yao
On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse
Judith Eckle-Kohler | Roland Kluge | Iryna Gurevych
Judith Eckle-Kohler | Roland Kluge | Iryna Gurevych
Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems
Ryuichiro Higashinaka | Masahiro Mizukami | Kotaro Funakoshi | Masahiro Araki | Hiroshi Tsukahara | Yuka Kobayashi
Ryuichiro Higashinaka | Masahiro Mizukami | Kotaro Funakoshi | Masahiro Araki | Hiroshi Tsukahara | Yuka Kobayashi
Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments
Muhammad Attamimi | Yuji Ando | Tomoaki Nakamura | Takayuki Nagai | Daichi Mochihashi | Ichiro Kobayashi | Hideki Asoh
Muhammad Attamimi | Yuji Ando | Tomoaki Nakamura | Takayuki Nagai | Daichi Mochihashi | Ichiro Kobayashi | Hideki Asoh
Discourse Element Identification in Student Essays based on Global and Local Cohesion
Wei Song | Ruiji Fu | Lizhen Liu | Ting Liu
Wei Song | Ruiji Fu | Lizhen Liu | Ting Liu
Adapting Coreference Resolution for Narrative Processing
Quynh Ngoc Thi Do | Steven Bethard | Marie-Francine Moens
Quynh Ngoc Thi Do | Steven Bethard | Marie-Francine Moens
Joint Lemmatization and Morphological Tagging with Lemming
Thomas Müller | Ryan Cotterell | Alexander Fraser | Hinrich Schütze
Thomas Müller | Ryan Cotterell | Alexander Fraser | Hinrich Schütze
Transducer Disambiguation with Sparse Topological Features
Gonzalo Iglesias | Adrià de Gispert | Bill Byrne
Gonzalo Iglesias | Adrià de Gispert | Bill Byrne
Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model
Hajime Morita | Daisuke Kawahara | Sadao Kurohashi
Hajime Morita | Daisuke Kawahara | Sadao Kurohashi
Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study
Hirotaka Kameko | Shinsuke Mori | Yoshimasa Tsuruoka
Hirotaka Kameko | Shinsuke Mori | Yoshimasa Tsuruoka
When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li | Thang Luong | Dan Jurafsky | Eduard Hovy
Jiwei Li | Thang Luong | Dan Jurafsky | Eduard Hovy
Discriminative Neural Sentence Modeling by Tree-Based Convolution
Lili Mou | Hao Peng | Ge Li | Yan Xu | Lu Zhang | Zhi Jin
Lili Mou | Hao Peng | Ge Li | Yan Xu | Lu Zhang | Zhi Jin
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu | Xipeng Qiu | Xinchi Chen | Shiyu Wu | Xuanjing Huang
Pengfei Liu | Xipeng Qiu | Xinchi Chen | Shiyu Wu | Xuanjing Huang
Verbal and Nonverbal Clues for Real-life Deception Detection
Verónica Pérez-Rosas | Mohamed Abouelenien | Rada Mihalcea | Yao Xiao | CJ Linton | Mihai Burzo
Verónica Pérez-Rosas | Mohamed Abouelenien | Rada Mihalcea | Yao Xiao | CJ Linton | Mihai Burzo
Co-Training for Topic Classification of Scholarly Data
Cornelia Caragea | Florin Bulgarov | Rada Mihalcea
Cornelia Caragea | Florin Bulgarov | Rada Mihalcea
Topic Identification and Discovery on Text and Speech
Chandler May | Francis Ferraro | Alan McCree | Jonathan Wintrode | Daniel Garcia-Romero | Benjamin Van Durme
Chandler May | Francis Ferraro | Alan McCree | Jonathan Wintrode | Daniel Garcia-Romero | Benjamin Van Durme
A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices
Doğan Can | Shrikanth Narayanan
Doğan Can | Shrikanth Narayanan
Bilingual Structured Language Models for Statistical Machine Translation
Ekaterina Garmash | Christof Monz
Ekaterina Garmash | Christof Monz
Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees
Ehsan Shareghi | Matthias Petri | Gholamreza Haffari | Trevor Cohn
Ehsan Shareghi | Matthias Petri | Gholamreza Haffari | Trevor Cohn
ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation
Chuncheng Xiang | Tingsong Jiang | Baobao Chang | Zhifang Sui
Chuncheng Xiang | Tingsong Jiang | Baobao Chang | Zhifang Sui
A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics
Martin Riedl | Chris Biemann
Martin Riedl | Chris Biemann
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining
Likun Qiu | Yue Zhang | Yanan Lu
Likun Qiu | Yue Zhang | Yanan Lu
Navigating the Semantic Horizon using Relative Neighborhood Graphs
Amaru Cuba Gyllensten | Magnus Sahlgren
Amaru Cuba Gyllensten | Magnus Sahlgren
Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception
Douwe Kiela | Stephen Clark
Douwe Kiela | Stephen Clark
Automatic recognition of habituals: a three-way classification of clausal aspect
Annemarie Friedrich | Manfred Pinkal
Annemarie Friedrich | Manfred Pinkal
Distributed Representations for Unsupervised Semantic Role Labeling
Kristian Woodsend | Mirella Lapata
Kristian Woodsend | Mirella Lapata
JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis
Kun-Hu Luo | Zhi-Hong Deng | Hongliang Yu | Liang-Chen Wei
Kun-Hu Luo | Zhi-Hong Deng | Hongliang Yu | Liang-Chen Wei
PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis
Thien Hai Nguyen | Kiyoaki Shirai
Thien Hai Nguyen | Kiyoaki Shirai
Adjective Intensity and Sentiment Analysis
Raksha Sharma | Mohit Gupta | Astha Agarwal | Pushpak Bhattacharyya
Raksha Sharma | Mohit Gupta | Astha Agarwal | Pushpak Bhattacharyya
The Rating Game: Sentiment Rating Reproducibility from Text
Lasse Borgholt | Peter Simonsen | Dirk Hovy
Lasse Borgholt | Peter Simonsen | Dirk Hovy
A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining
Salud M. Jiménez Zafra | Giacomo Berardi | Andrea Esuli | Diego Marcheggiani | María Teresa Martín-Valdivia | Alejandro Moreo Fernández
Salud M. Jiménez Zafra | Giacomo Berardi | Andrea Esuli | Diego Marcheggiani | María Teresa Martín-Valdivia | Alejandro Moreo Fernández
Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis
Soujanya Poria | Erik Cambria | Alexander Gelbukh
Soujanya Poria | Erik Cambria | Alexander Gelbukh
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification
Ning Xing | Yuexian Hou | Peng Zhang | Wenjie Li | Dawei Song
Ning Xing | Yuexian Hou | Peng Zhang | Wenjie Li | Dawei Song
That’s So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets
William Yang Wang | Diyi Yang
William Yang Wang | Diyi Yang
#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns
Dong Nguyen | Tijs van den Broek | Claudia Hauff | Djoerd Hiemstra | Michel Ehrenhard
Dong Nguyen | Tijs van den Broek | Claudia Hauff | Djoerd Hiemstra | Michel Ehrenhard
An Analysis of Domestic Abuse Discourse on Reddit
Nicolas Schrading | Cecilia Ovesdotter Alm | Ray Ptucha | Christopher Homan
Nicolas Schrading | Cecilia Ovesdotter Alm | Ray Ptucha | Christopher Homan
Twitter-scale New Event Detection via K-term Hashing
Dominik Wurzer | Victor Lavrenko | Miles Osborne
Dominik Wurzer | Victor Lavrenko | Miles Osborne