NLPExplorer

Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions

Paper Details:

Month: July
Year: 2011
Location: Edinburgh, Scotland, UK.
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts
Cícero dos Santos | Maíra Gatti |

Learning Task-specific Bilexical Embeddings
Pranava Swaroop Madhyastha | Xavier Carreras | Ariadna Quattoni |

Joint Opinion Relation Detection Using One-Class Deep Neural Network
Liheng Xu | Kang Liu | Jun Zhao |

Latent Dynamic Model with Category Transition Constraint for Opinion Classification
Takeshi Kobayakawa |

Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts
Xingyou Wang | Weijie Jiang | Zhiyong Luo |

Leveraging Multiple Domains for Sentiment Classification
Fan Yang | Arjun Mukherjee | Yifan Zhang |

Learning Emotion-enriched Word Representations
Ameeta Agrawal | Aijun An | Manos Papagelis |

Learning Word Meta-Embeddings by Autoencoding
Danushka Bollegala | Cong Bao |

Enhancing Sentence Embedding with Generalized Pooling
Qian Chen | Zhen-Hua Ling | Xiaodan Zhu |

An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification
Ajay Nagesh | Mihai Surdeanu |

Model-Free Context-Aware Word Composition
Bo An | Xianpei Han | Le Sun |

A Comparison of Vector-based Representations for Semantic Composition
William Blacoe | Mirella Lapata |

Semantic Compositionality through Recursive Matrix-Vector Spaces
Richard Socher | Brody Huval | Christopher D. Manning | Andrew Y. Ng |

First Order vs. Higher Order Modification in Distributional Semantics
Gemma Boleda | Eva Maria Vecchi | Miquel Cornudella | Louise McNally |

Recursive Autoencoders for ITG-Based Translation
Peng Li | Yang Liu | Maosong Sun |

Understanding and Quantifying Creativity in Lexical Composition
Polina Kuznetsova | Jianfu Chen | Yejin Choi |

Bilingual Word Embeddings for Phrase-Based Machine Translation
Will Y. Zou | Richard Socher | Daniel Cer | Christopher D. Manning |

Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis
Nikolaos Pappas | Andrei Popescu-Belis |

Fine-Grained Contextual Predictions for Hard Sentiment Words
Sebastian Ebert | Hinrich Schütze |

Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks
Ke M. Tran | Arianna Bisazza | Christof Monz |

Convolutional Neural Networks for Sentence Classification
Yoon Kim |

#TagSpace: Semantic Embeddings from Hashtags
Jason Weston | Sumit Chopra | Keith Adams |

Distributed Representations for Unsupervised Semantic Role Labeling
Kristian Woodsend | Mirella Lapata |

Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu | Xipeng Qiu | Xuanjing Huang |

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang | Sinno Jialin Pan | Daniel Dahlmeier | Xiaokui Xiao |

Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng | Duy-Tin Vo | Yue Zhang |

Neural Machine Translation with Source-Side Latent Graph Parsing
Kazuma Hashimoto | Yoshimasa Tsuruoka |

A Supervised Approach to Extractive Summarisation of Scientific Papers
Ed Collins | Isabelle Augenstein | Sebastian Riedel |

Chain Based RNN for Relation Classification
Javid Ebrahimi | Dejing Dou |

On the Automatic Learning of Sentiment Lexicons
Aliaksei Severyn | Alessandro Moschitti |

Random Walks and Neural Network Language Models on Knowledge Bases
Josu Goikoetxea | Aitor Soroa | Eneko Agirre |

CroVeWA: Crosslingual Vector-Based Writing Assistance
Hubert Soyer | Goran Topić | Pontus Stenetorp | Akiko Aizawa |

Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill | Kyunghyun Cho | Anna Korhonen |

Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift
Ajay Nagesh | Mihai Surdeanu |

Improving Word Representations via Global Context and Multiple Word Prototypes
Eric Huang | Richard Socher | Christopher Manning | Andrew Ng |

Baselines and Bigrams: Simple, Good Sentiment and Topic Classification
Sida Wang | Christopher Manning |

The Role of Syntax in Vector Space Models of Compositional Semantics
Karl Moritz Hermann | Phil Blunsom |

Predicting and Eliciting Addressee’s Emotion in Online Dialogue
Takayuki Hasegawa | Nobuhiro Kaji | Naoki Yoshinaga | Masashi Toyoda |

A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations
Angeliki Lazaridou | Ivan Titov | Caroline Sporleder |

Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann | Phil Blunsom |

Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization
Bishan Yang | Claire Cardie |

ReNew: A Semi-Supervised Framework for Generating Domain-Specific Lexicons and Sentiment Analysis
Zhe Zhang | Munindar P. Singh |

A Convolutional Neural Network for Modelling Sentences
Nal Kalchbrenner | Edward Grefenstette | Phil Blunsom |

Learning Grounded Meaning Representations with Autoencoders
Carina Silberer | Mirella Lapata |

Political Ideology Detection Using Recursive Neural Networks
Mohit Iyyer | Peter Enns | Jordan Boyd-Graber | Philip Resnik |

evision PDF of 'Semantic Frame Identification with Distributed Word Representations
Karl Moritz Hermann | Dipanjan Das | Jason Weston | Kuzman Ganchev |

Improving Citation Polarity Classification with Product Reviews
Charles Jochim | Hinrich Schütze |

Learning Bilingual Word Representations by Marginalizing Alignments
Tomáš Kočiský | Karl Moritz Hermann | Phil Blunsom |

Dependency-Based Word Embeddings
Omer Levy | Yoav Goldberg |

RNN-based Derivation Structure Prediction for SMT
Feifei Zhai | Jiajun Zhang | Yu Zhou | Chengqing Zong |

Distributed Representations of Geographically Situated Language
David Bamman | Chris Dyer | Noah A. Smith |

An Exploration of Embeddings for Generalized Phrases
Wenpeng Yin | Hinrich Schütze |

Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation
Rui Xia | Cheng Wang | Xin-Yu Dai | Tao Li |

Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Sam Wiseman | Alexander M. Rush | Stuart Shieber | Jason Weston |

Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer | Varun Manjunatha | Jordan Boyd-Graber | Hal Daumé III |

Deep Markov Neural Network for Sequential Data Classification
Min Yang |

Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation
Heng Yu | Xuan Zhu |

Dependency-based Convolutional Neural Networks for Sentence Embedding
Mingbo Ma | Liang Huang | Bowen Zhou | Bing Xiang |

Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
Julien Tourille | Olivier Ferret | Aurélie Névéol | Xavier Tannier |

Learning Composition Models for Phrase Embeddings
Mo Yu | Mark Dredze |

Synalp-Empathic: A Valence Shifting Hybrid System for Sentiment Analysis
Alexandre Denis | Samuel Cruz-Lara | Nadia Bellalem | Lotfi Bellalem |

Think Positive: Towards Twitter Sentiment Analysis from Scratch
Cícero dos Santos |

A Computational Analysis of Style, Affect, and Imagery in Contemporary Poetry
Justine Kao | Dan Jurafsky |

The Frobenius Anatomy of Relative Pronouns
Stephen Clark | Bob Coecke | Mehrnoosh Sadrzadeh |

Vector Space Semantic Parsing: A Framework for Compositional Vector Space Models
Jayant Krishnamurthy | Tom Mitchell |

Answer Extraction by Recursive Parse Tree Descent
Christopher Malon | Bing Bai |

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

Distributed Word Representation Learning for Cross-Lingual Dependency Parsing
Min Xiao | Yuhong Guo |

Linguistic Regularities in Sparse and Explicit Word Representations
Omer Levy | Yoav Goldberg |

Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification
Yoon Kim | Owen Zhang |

Transduction Recursive Auto-Associative Memory: Learning Bilingual Compositional Distributed Vector Representations of Inversion Transduction Grammars
Karteek Addanki | Dekai Wu |

Segment-based Fine-grained Emotion Detection for Chinese Text
Odbal | Zengfu Wang |

Fracking Sarcasm using Neural Network
Aniruddha Ghosh | Tony Veale |

Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP
Kirk Roberts |

Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase-based Translation
Shin Kanouchi | Katsuhito Sudoh | Mamoru Komachi |

A K-Competitive Autoencoder for Aggression Detection in Social Media Text
Promita Maitra | Ritesh Sarkhel |

Field Of Study

Task

Sentiment Analysis

Approach

Deep Learning

Language

English

Dataset

Blogs

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