Papers
A Paraphrase and Semantic Similarity Detection System for User Generated Short-Text Content on Microblogs
Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
Lei Sha, Baobao Chang, Zhifang Sui et al.
Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information
Ryosuke Maki, Hitoshi Nishikawa, Takenobu Tokunaga
Distributional Inclusion Hypothesis for Tensor-based Composition
Dimitri Kartsaklis, Mehrnoosh Sadrzadeh
Exploring the value space of attributes: Unsupervised bidirectional clustering of adjectives in German
Wiebke Petersen, Oliver Hellwig
Modeling Context-sensitive Selectional Preference with Distributed Representations
Naoya Inoue, Yuichiroh Matsubayashi, Masayuki Ono et al.
On the contribution of word embeddings to temporal relation classification
Paramita Mirza, Sara Tonelli
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations
Guillem Collell, Marie-Francine Moens
Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture
Sushrut Thorat, Varad Choudhari
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful
Johannes Hellrich, Udo Hahn
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks
Anirban Laha, Vikas Raykar
Experiments in Idiom Recognition
Jing Peng, Anna Feldman
CNN- and LSTM-based Claim Classification in Online User Comments
Chinnappa Guggilla, Tristan Miller, Iryna Gurevych
Monday mornings are my fave :) #not Exploring the Automatic Recognition of Irony in English tweets
Cynthia Van Hee, Els Lefever, Véronique Hoste
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen, Yoav Goldberg
Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF
Rosa Tsegaye Aga, Lucas Drumond, Christian Wartena et al.
Neural-based Noise Filtering from Word Embeddings
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu
Latent Topic Embedding
Di Jiang, Lei Shi, Rongzhong Lian et al.
Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification
Yuezhang Li, Ronghuo Zheng, Tian Tian et al.
SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives
Erik Cambria, Soujanya Poria, Rajiv Bajpai et al.
A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets
Javid Ebrahimi, Dejing Dou, Daniel Lowd
Two-View Label Propagation to Semi-supervised Reader Emotion Classification
Shoushan Li, Jian Xu, Dong Zhang et al.
Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs
Jad Kabbara, Yulan Feng, Jackie Chi Kit Cheung