Papers
Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation
Giulia Rambelli, Emmanuele Chersoni, Alessandro Lenci et al.
Towards a Better Understanding of Label Smoothing in Neural Machine Translation
Yingbo Gao, Weiyue Wang, Christian Herold et al.
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database
Canwen Xu, Tao Ge, Chenliang Li et al.
A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation
Yun Chen, Liangyou Li, Xin Jiang et al.
Named Entity Recognition in Multi-level Contexts
Yubo Chen, Chuhan Wu, Tao Qi et al.
Neural Gibbs Sampling for Joint Event Argument Extraction
Xiaozhi Wang, Shengyu Jia, Xu Han et al.
Chinese Grammatical Correction Using BERT-based Pre-trained Model
Hongfei Wang, Michiki Kurosawa, Satoru Katsumata et al.
Transformer-based Approach for Predicting Chemical Compound Structures
Yutaro Omote, Kyoumoto Matsushita, Tomoya Iwakura et al.
BERT-Based Neural Collaborative Filtering and Fixed-Length Contiguous Tokens Explanation
Reinald Adrian Pugoy, Hung-Yu Kao
An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks
Kyubyong Park, Joohong Lee, Seongbo Jang et al.
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness
Zheng Zhang, Lizi Liao, Xiaoyan Zhu et al.
A Simple Text-based Relevant Location Prediction Method using Knowledge Base
Mei Sasaki, Shumpei Okura, Shingo Ono
Exploiting WordNet Synset and Hypernym Representations for Answer Selection
Weikang Li, Yunfang Wu
High-order Refining for End-to-end Chinese Semantic Role Labeling
Hao Fei, Yafeng Ren, Donghong Ji
Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training
Xinyu Wang, Kewei Tu
Investigating Learning Dynamics of BERT Fine-Tuning
Yaru Hao, Li Dong, Furu Wei et al.
A Simple and Effective Usage of Word Clusters for CBOW Model
Yukun Feng, Chenlong Hu, Hidetaka Kamigaito et al.
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation
Bowen Wu, Huan Zhang, MengYuan Li et al.
Lightweight Text Classifier using Sinusoidal Positional Encoding
Byoung-Doo Oh, Yu-Seop Kim
BCTH: A Novel Text Hashing Approach via Bayesian Clustering
Ying Wenjie, Yuquan Le, Hantao Xiong
SentiRec: Sentiment Diversity-aware Neural News Recommendation
Chuhan Wu, Fangzhao Wu, Tao Qi et al.
FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues
Yingmei Guo, Zhiyong Wu, Mingxing Xu
Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis
Li Yuan, Jin Wang, Liang-Chih Yu et al.
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor
Yudianto Sujana, Jiawen Li, Hung-Yu Kao
Can Monolingual Pretrained Models Help Cross-Lingual Classification?
Zewen Chi, Li Dong, Furu Wei et al.