Papers
Globally Normalized Reader
Jonathan Raiman, John Miller
PACRR: A Position-Aware Neural IR Model for Relevance Matching
Kai Hui, Andrew Yates, Klaus Berberich et al.
Importance sampling for unbiased on-demand evaluation of knowledge base population
Arun Chaganty, Ashwin Paranjape, Percy Liang et al.
A Structured Learning Approach to Temporal Relation Extraction
Qiang Ning, Zhili Feng, Dan Roth
An analysis of eye-movements during reading for the detection of mild cognitive impairment
Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis et al.
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning
Dipendra Misra, John Langford, Yoav Artzi
Incorporating Global Visual Features into Attention-based Neural Machine Translation.
Iacer Calixto, Qun Liu
Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering
Jesse Mu, Joshua K. Hartshorne, Timothy O’Donnell
Reinforced Video Captioning with Entailment Rewards
Ramakanth Pasunuru, Mohit Bansal
Video Highlight Prediction Using Audience Chat Reactions
Cheng-Yang Fu, Joon Lee, Mohit Bansal et al.
Hierarchically-Attentive RNN for Album Summarization and Storytelling
Licheng Yu, Mohit Bansal, Tamara Berg
Deriving continous grounded meaning representations from referentially structured multimodal contexts
Sina Zarrieß, David Schlangen
Zero-Shot Activity Recognition with Verb Attribute Induction
Rowan Zellers, Yejin Choi
Guided Open Vocabulary Image Captioning with Constrained Beam Search
Peter Anderson, Basura Fernando, Mark Johnson et al.
The Promise of Premise: Harnessing Question Premises in Visual Question Answering
Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra et al.
Sound-Word2Vec: Learning Word Representations Grounded in Sounds
Ashwin Vijayakumar, Ramakrishna Vedantam, Devi Parikh
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation
Jean-Benoit Delbrouck, Stéphane Dupont
Recovering Question Answering Errors via Query Revision
Semih Yavuz, Izzeddin Gur, Yu Su et al.
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model
Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti
Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture
Yuanliang Meng, Anna Rumshisky, Alexey Romanov
Learning to Paraphrase for Question Answering
Li Dong, Jonathan Mallinson, Siva Reddy et al.
Question Generation for Question Answering
Nan Duan, Duyu Tang, Peng Chen et al.
Latent Space Embedding for Retrieval in Question-Answer Archives
Deepak P, Dinesh Garg, Shirish Shevade
Deep Neural Solver for Math Word Problems
Yan Wang, Xiaojiang Liu, Shuming Shi
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
David Golub, Po-Sen Huang, Xiaodong He et al.