Also to be presented as posters in Session II.
Evaluating Lottery Tickets Under Distributional Shifts
Metric Learning for Dynamic Text Classification
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification
A Comparative Analysis of Unsupervised Language Adaptation Methods
A logical-based corpus for cross-lingual evaluation
Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning
BERT is Not an Interlingua and the Bias of Tokenization
Building Bilingual Pre-trained Models In A Day
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining
Deep Bidirectional Transformers for Relation Extraction without Supervision
Domain Adaptation with BERT-based Domain Classification and Data Selection
Empirical Evaluation of Active Learning Techniques for Neural MT
Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention
Few-Shot and Zero-Shot Learning for Historical Text Normalization
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings
H-FND: Hierarchical False-Negative Denoising for Robust Distantly-Supervised Relation Extraction
Byte-Pair encoding for text-to-SQL generation
Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study
Inject Rubrics into Short Answer Grading System
Instance-based Inductive Deep Transfer Learning by Cross-DatasetQuerying with Locality Sensitive Hashing
Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages
Natural Language Generation for Effective Knowledge Distillation
Neural Rule Grounding for Low-Resource Relation Extraction
Neural Unsupervised Parsing Beyond English
Pseudolikelihood Reranking with Masked Language Models
Reevaluating Argument Component Extraction in Low Resource Settings
Reinforcement-based denoising of distantly supervised NER with partial annotation
Samvaadhana : A Telugu Dialogue System in Hospital Domain
Towards Zero-resource Cross-lingual Entity Linking
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations