DeepLo@EMNLP-IJCNLP

Publications

2019

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, DeepLo@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019 DeepLo@EMNLP-IJCNLP (2019)
Kevin Blissett, Heng Ji
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages. DeepLo@EMNLP-IJCNLP (2019)
Shrey Desai, Hongyuan Zhan, Ahmed Aly
Evaluating Lottery Tickets Under Distributional Shifts. DeepLo@EMNLP-IJCNLP (2019)
Felipe Salvatore, Marcelo Finger, Roberto Hirata Jr.
A logical-based corpus for cross-lingual evaluation. DeepLo@EMNLP-IJCNLP (2019)
Johannes Bjerva, Katharina Kann, Isabelle Augenstein
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models. DeepLo@EMNLP-IJCNLP (2019)
Jasdeep Singh, Bryan McCann, Richard Socher, Caiming Xiong
BERT is Not an Interlingua and the Bias of Tokenization. DeepLo@EMNLP-IJCNLP (2019)
Xiangkai Zeng, Sarthak Garg, Rajen Chatterjee, Udhyakumar Nallasamy, Matthias Paulik
Empirical Evaluation of Active Learning Techniques for Neural MT. DeepLo@EMNLP-IJCNLP (2019)
Farhad Nooralahzadeh, Jan Tore Lønning, Lilja Øvrelid
Reinforcement-based denoising of distantly supervised NER with partial annotation. DeepLo@EMNLP-IJCNLP (2019)
Seth Ebner, Felicity Wang, Benjamin Van Durme
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning. DeepLo@EMNLP-IJCNLP (2019)
Jeroen Van Hautte, Guy Emerson, Marek Rei
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. DeepLo@EMNLP-IJCNLP (2019)
He He, Sheng Zha, Haohan Wang
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual. DeepLo@EMNLP-IJCNLP (2019)
Luke Melas-Kyriazi, George Han, Celine Liang
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings. DeepLo@EMNLP-IJCNLP (2019)
Tianqi Wang, Naoya Inoue, Hiroki Ouchi, Tomoya Mizumoto, Kentaro Inui
Inject Rubrics into Short Answer Grading System. DeepLo@EMNLP-IJCNLP (2019)
Suma Reddy Duggenpudi, Subrahamanyam Varma, Radhika Mamidi
Samvaadhana: A Telugu Dialogue System in Hospital Domain. DeepLo@EMNLP-IJCNLP (2019)
Avik Ray, Yilin Shen, Hongxia Jin
Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention. DeepLo@EMNLP-IJCNLP (2019)
Raphael Tang, Yao Lu, Jimmy Lin
Natural Language Generation for Effective Knowledge Distillation. DeepLo@EMNLP-IJCNLP (2019)
Xiaoman Pan, Thamme Gowda, Heng Ji, Jonathan May, Scott Miller
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining. DeepLo@EMNLP-IJCNLP (2019)
Marcel Bollmann, Natalia Korchagina, Anders Søgaard
Few-Shot and Zero-Shot Learning for Historical Text Normalization. DeepLo@EMNLP-IJCNLP (2019)
Jeremy Wohlwend, Ethan R. Elenberg, Sam Altschul, Shawn Henry, Tao Lei
Metric Learning for Dynamic Text Classification. DeepLo@EMNLP-IJCNLP (2019)
Somnath Basu Roy Chowdhury, K. M. Annervaz, Ambedkar Dukkipati
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing. DeepLo@EMNLP-IJCNLP (2019)
Katharina Kann, Anhad Mohananey, Samuel R. Bowman, Kyunghyun Cho
Neural Unsupervised Parsing Beyond English. DeepLo@EMNLP-IJCNLP (2019)
Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni
Deep Bidirectional Transformers for Relation Extraction without Supervision. DeepLo@EMNLP-IJCNLP (2019)
Shuyan Zhou, Shruti Rijhwani, Graham Neubig
Towards Zero-resource Cross-lingual Entity Linking. DeepLo@EMNLP-IJCNLP (2019)
Mostafa Abdou, Cezar Sas, Rahul Aralikatte, Isabelle Augenstein, Anders Søgaard
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension. DeepLo@EMNLP-IJCNLP (2019)
Gil Rocha, Henrique Lopes Cardoso
A Comparative Analysis of Unsupervised Language Adaptation Methods. DeepLo@EMNLP-IJCNLP (2019)
Anirudh Joshi, Timothy Baldwin, Richard O. Sinnott, Cécile Paris
Reevaluating Argument Component Extraction in Low Resource Settings. DeepLo@EMNLP-IJCNLP (2019)
James Route, Steven Hillis, Isak Czeresnia Etinger, Han Zhang, Alan W. Black
Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages. DeepLo@EMNLP-IJCNLP (2019)
Mayur Patidar, Surabhi Kumari, Manasi S. Patwardhan, Shirish Subhash Karande, Puneet Agarwal, Lovekesh Vig, Gautam Shroff
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training. DeepLo@EMNLP-IJCNLP (2019)
Lingjun Zhao, Rabih Zbib, Zhuolin Jiang, Damianos G. Karakos, Zhongqiang Huang
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval. DeepLo@EMNLP-IJCNLP (2019)
Ke M. Tran, Arianna Bisazza
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations. DeepLo@EMNLP-IJCNLP (2019)
James Barry, Joachim Wagner, Jennifer Foster
Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study. DeepLo@EMNLP-IJCNLP (2019)
Xiaofei Ma, Peng Xu, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
Domain Adaptation with BERT-based Domain Classification and Data Selection. DeepLo@EMNLP-IJCNLP (2019)
Varun Kumar, Hadrien Glaude, Cyprien de Lichy, William Campbell
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification. DeepLo@EMNLP-IJCNLP (2019)