Papers
Open Information Extraction from Conjunctive Sentences
Swarnadeep Saha, Mausam
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs
Minh Nguyen, Thien Huu Nguyen
Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan, Chengyu Wang, Xiaofeng He
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance
Chantal van Son, Roser Morante, Lora Aroyo et al.
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew
Adam Amram, Anat Ben David, Reut Tsarfaty
Learning Sentiment Composition from Sentiment Lexicons
Orith Toledo-Ronen, Roy Bar-Haim, Alon Halfon et al.
Aspect-based summarization of pros and cons in unstructured product reviews
Florian Kunneman, Sander Wubben, Antal van den Bosch et al.
Aff2Vec: Affect–Enriched Distributional Word Representations
Sopan Khosla, Niyati Chhaya, Kushal Chawla
Responding E-commerce Product Questions via Exploiting QA Collections and Reviews
Qian Yu, Wai Lam, Zihao Wang
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models
Lingzhen Chen, Alessandro Moschitti
Joint Neural Entity Disambiguation with Output Space Search
Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini et al.
Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning
Yaosheng Yang, Wenliang Chen, Zhenghua Li et al.
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
Vikas Yadav, Steven Bethard
A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai, Trung Bui, Sheng Li
Investigating the Working of Text Classifiers
Devendra Sachan, Manzil Zaheer, Ruslan Salakhutdinov
An Analysis of Annotated Corpora for Emotion Classification in Text
Laura-Ana-Maria Bostan, Roman Klinger
Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia
Michael Azmy, Peng Shi, Jimmy Lin et al.
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags
Onur Güngör, Suzan Uskudarli, Tunga Güngör
Towards an argumentative content search engine using weak supervision
Ran Levy, Ben Bogin, Shai Gretz et al.
Learning What to Share: Leaky Multi-Task Network for Text Classification
Liqiang Xiao, Honglun Zhang, Wenqing Chen et al.
Lyrics Segmentation: Textual Macrostructure Detection using Convolutions
Michael Fell, Yaroslav Nechaev, Elena Cabrio et al.
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification
Jianyu Zhao, Zhiqiang Zhan, Qichuan Yang et al.
Task-oriented Word Embedding for Text Classification
Qian Liu, Heyan Huang, Yang Gao et al.
An Interpretable Reasoning Network for Multi-Relation Question Answering
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
The APVA-TURBO Approach To Question Answering in Knowledge Base
Yue Wang, Richong Zhang, Cheng Xu et al.