Papers
How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT
Mathieu Morey, Philippe Muller, Nicholas Asher
Chinese Zero Pronoun Resolution with Deep Memory Network
Qingyu Yin, Yu Zhang, Weinan Zhang et al.
Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification
Man Lan, Jianxiang Wang, Yuanbin Wu et al.
Learning Contextually Informed Representations for Linear-Time Discourse Parsing
Yang Liu, Mirella Lapata
Predicting Word Association Strengths
Andrew Cattle, Xiaojuan Ma
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective
Jie Zhao, Yu Su, Ziyu Guan et al.
AMR Parsing using Stack-LSTMs
Miguel Ballesteros, Yaser Al-Onaizan
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