Papers
Getting the Most out of AMR Parsing
Chuan Wang, Nianwen Xue
A Joint Sequential and Relational Model for Frame-Semantic Parsing
Bishan Yang, Tom Mitchell
Cross-domain Semantic Parsing via Paraphrasing
Yu Su, Xifeng Yan
A Continuously Growing Dataset of Sentential Paraphrases
Wuwei Lan, Siyu Qiu, Hua He et al.
Macro Grammars and Holistic Triggering for Efficient Semantic Parsing
Yuchen Zhang, Panupong Pasupat, Percy Liang
Idiom-Aware Compositional Distributed Semantics
Pengfei Liu, Kaiyu Qian, Xipeng Qiu et al.
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang, Xiaofeng He, Aoying Zhou
Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen, Yunlun Yang, Zhi-Hong Deng
Learning Word Relatedness over Time
Guy D. Rosin, Eytan Adar, Kira Radinsky
Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli
Human Centered NLP with User-Factor Adaptation
Veronica Lynn, Youngseo Son, Vivek Kulkarni et al.
Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models
Haim Dubossarsky, Daphna Weinshall, Eitan Grossman
Deeper Attention to Abusive User Content Moderation
John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos
ConStance: Modeling Annotation Contexts to Improve Stance Classification
Kenneth Joseph, Lisa Friedland, William Hobbs et al.
Tensor Fusion Network for Multimodal Sentiment Analysis
Amir Zadeh, Minghai Chen, Soujanya Poria et al.
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video
Haoran Li, Junnan Zhu, Cong Ma et al.
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain
Luana Bulat, Stephen Clark, Ekaterina Shutova
Speech segmentation with a neural encoder model of working memory
Micha Elsner, Cory Shain
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