Papers
Forest-Based Neural Machine Translation
Chunpeng Ma, Akihiro Tamura, Masao Utiyama et al.
A Stochastic Decoder for Neural Machine Translation
Philip Schulz, Wilker Aziz, Trevor Cohn
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Yang Xu, Jiawei Liu, Wei Yang et al.
Word Embedding and WordNet Based Metaphor Identification and Interpretation
Rui Mao, Chenghua Lin, Frank Guerin
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings
Maksim Tkachenko, Chong Cher Chia, Hady Lauw
Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations
Vered Shwartz, Ido Dagan
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples
Vidur Joshi, Matthew Peters, Mark Hopkins
Gaussian Mixture Latent Vector Grammars
Yanpeng Zhao, Liwen Zhang, Kewei Tu
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance
Yikang Shen, Zhouhan Lin, Athul Paul Jacob et al.
Prefix Lexicalization of Synchronous CFGs using Synchronous TAG
Logan Born, Anoop Sarkar
A Framework for Representing Language Acquisition in a Population Setting
Jordan Kodner, Christopher Cerezo Falco
Taylor’s law for Human Linguistic Sequences
Tatsuru Kobayashi, Kumiko Tanaka-Ishii
MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou, William Yang Wang
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network
Xiangyang Zhou, Lu Li, Daxiang Dong et al.
Learning to Control the Specificity in Neural Response Generation
Ruqing Zhang, Jiafeng Guo, Yixing Fan et al.
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation
Tiancheng Zhao, Kyusong Lee, Maxine Eskenazi
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring
Cancan Jin, Ben He, Kai Hui et al.
Domain Adaptation with Adversarial Training and Graph Embeddings
Firoj Alam, Shafiq Joty, Muhammad Imran
A Neural Architecture for Automated ICD Coding
Pengtao Xie, Eric Xing
Fluency Boost Learning and Inference for Neural Grammatical Error Correction
Tao Ge, Furu Wei, Ming Zhou
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder, Barbara Plank
Adaptive Scaling for Sparse Detection in Information Extraction
Hongyu Lin, Yaojie Lu, Xianpei Han et al.
Adversarial Contrastive Estimation
Avishek Joey Bose, Huan Ling, Yanshuai Cao
Reasoning with Sarcasm by Reading In-Between
Yi Tay, Anh Tuan Luu, Siu Cheung Hui et al.
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module
Juan Pavez, Héctor Allende, Héctor Allende-Cid