Papers
A Distribution-based Model to Learn Bilingual Word Embeddings
Hailong Cao, Tiejun Zhao, Shu Zhang et al.
Topic-Informed Neural Machine Translation
Jian Zhang, Liangyou Li, Andy Way et al.
Interactive-Predictive Machine Translation based on Syntactic Constraints of Prefix
Na Ye, Guiping Zhang, Dongfeng Cai
Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings
Paul Felt, Eric Ringger, Kevin Seppi
Consensus Attention-based Neural Networks for Chinese Reading Comprehension
Yiming Cui, Ting Liu, Zhipeng Chen et al.
Modeling topic dependencies in semantically coherent text spans with copulas
Georgios Balikas, Hesam Amoualian, Marianne Clausel et al.
Recurrent Dropout without Memory Loss
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth
Simple Question Answering by Attentive Convolutional Neural Network
Wenpeng Yin, Mo Yu, Bing Xiang et al.
Neural Attention for Learning to Rank Questions in Community Question Answering
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño et al.
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries
Javid Dadashkarimi, Masoud Jalili Sabet, Azadeh Shakery
Towards Time-Aware Knowledge Graph Completion
Tingsong Jiang, Tianyu Liu, Tao Ge et al.
Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks
Carsten Schnober, Steffen Eger, Erik-Lân Do Dinh et al.
Grammatical Templates: Improving Text Difficulty Evaluation for Language Learners
Shuhan Wang, Erik Andersen
Using Argument Mining to Assess the Argumentation Quality of Essays
Henning Wachsmuth, Khalid Al-Khatib, Benno Stein
Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words
Gustavo Paetzold, Lucia Specia
Predicting the Evocation Relation between Lexicalized Concepts
Yoshihiko Hayashi
The Role of Intrinsic Motivation in Artificial Language Emergence: a Case Study on Colour
Miquel Cornudella, Thierry Poibeau, Remi van Trijp
UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen, Lun-Wei Ku
A Bilingual Attention Network for Code-switched Emotion Prediction
Zhongqing Wang, Yue Zhang, Sophia Lee et al.
Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
Jeremy Barnes, Patrik Lambert, Toni Badia
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks
Soujanya Poria, Erik Cambria, Devamanyu Hazarika et al.
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification
Bofang Li, Zhe Zhao, Tao Liu et al.
Selective Co-occurrences for Word-Emotion Association
Ameeta Agrawal, Aijun An
Evaluating Argumentative and Narrative Essays using Graphs
Swapna Somasundaran, Brian Riordan, Binod Gyawali et al.
On the Impact of Seed Words on Sentiment Polarity Lexicon Induction
Dame Jovanoski, Veno Pachovski, Preslav Nakov