Papers
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition
Shima Asaadi, Saif Mohammad, Svetlana Kiritchenko
Evaluating Style Transfer for Text
Remi Mir, Bjarke Felbo, Nick Obradovich et al.
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts
Timo Schick, Hinrich Schütze
Content Differences in Syntactic and Semantic Representation
Daniel Hershcovich, Omri Abend, Ari Rappoport
Understanding and Improving Hidden Representations for Neural Machine Translation
Guanlin Li, Lemao Liu, Xintong Li et al.
Aligning Vector-spaces with Noisy Supervised Lexicon
Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg
Code-Switching for Enhancing NMT with Pre-Specified Translation
Kai Song, Yue Zhang, Heng Yu et al.
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation
Xing Niu, Weijia Xu, Marine Carpuat
Lost in Machine Translation: A Method to Reduce Meaning Loss
Reuben Cohn-Gordon, Noah Goodman
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili et al.
Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision
Yanlin Feng, Xiaojun Wan
Simplified Neural Unsupervised Domain Adaptation
Timothy Miller
Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach
Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition
Wenxiang Jiao, Haiqin Yang, Irwin King et al.
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification
Ziqian Zeng, Wenxuan Zhou, Xin Liu et al.
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence
Chi Sun, Luyao Huang, Xipeng Qiu
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis
Md Shad Akhtar, Dushyant Chauhan, Deepanway Ghosal et al.
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation
Radu Tudor Ionescu, Andrei Butnaru
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering
Yu Cao, Meng Fang, Dacheng Tao
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering
Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen et al.
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
Jianmo Ni, Chenguang Zhu, Weizhu Chen et al.
Simple Question Answering with Subgraph Ranking and Joint-Scoring
Wenbo Zhao, Tagyoung Chung, Anuj Goyal et al.
FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase
Kelvin Jiang, Dekun Wu, Hui Jiang
ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters
Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya et al.
A Study of Incorrect Paraphrases in Crowdsourced User Utterances
Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah, Moshe Chai Barukh et al.