Papers
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets
Esma Balkir, Masha Naslidnyk, Dave Palfrey et al.
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition
Yufan Jiang, Chi Hu, Tong Xiao et al.
Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training
Chih-Te Lai, Yi-Te Hong, Hong-You Chen et al.
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer
Yunli Wang, Yu Wu, Lili Mou et al.
Out-of-Domain Detection for Low-Resource Text Classification Tasks
Ming Tan, Yang Yu, Haoyu Wang et al.
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation
Hagai Taitelbaum, Gal Chechik, Jacob Goldberger
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels
Lukas Lange, Michael A. Hedderich, Dietrich Klakow
Fine-tune BERT with Sparse Self-Attention Mechanism
Baiyun Cui, Yingming Li, Ming Chen et al.
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition
Genta Indra Winata, Zhaojiang Lin, Jamin Shin et al.
SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations
Marco Maru, Federico Scozzafava, Federico Martelli et al.
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja
Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling
Koki Washio, Satoshi Sekine, Tsuneaki Kato
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
Haoyan Liu, Lei Fang, Qian Liu et al.
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
Luyao Huang, Chi Sun, Xipeng Qiu et al.
The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval
Constantine Lignos, Daniel Cohen, Yen-Chieh Lien et al.
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval
Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang et al.
Modelling Stopping Criteria for Search Results using Poisson Processes
Alison Sneyd, Mark Stevenson
Neural Topic Model with Reinforcement Learning
Lin Gui, Jia Leng, Gabriele Pergola et al.
Evaluating Topic Quality with Posterior Variability
Linzi Xing, Michael J. Paul, Giuseppe Carenini
Visual Detection with Context for Document Layout Analysis
Carlos Soto, Shinjae Yoo
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings
Hwiyeol Jo, Ceyda Cinarel
Semantic Relatedness Based Re-ranker for Text Spotting
Ahmed Sabir, Francesc Moreno, Lluís Padró
Text Level Graph Neural Network for Text Classification
Lianzhe Huang, Dehong Ma, Sujian Li et al.
A Label Informative Wide & Deep Classifier for Patents and Papers
Muyao Niu, Jie Cai