| Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation | Jul 3, 2020 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset | Jul 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Relation-Specific Attention Network for Joint Entity and Relation Extraction | Jul 1, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples | Jul 1, 2020 | General ClassificationSentence | CodeCode Available | 1 |
| Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders | Jul 1, 2020 | ARCDecoder | CodeCode Available | 1 |
| Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | Jul 1, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 |
| Transferability of Natural Language Inference to Biomedical Question Answering | Jul 1, 2020 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 |
| ParaCrawl: Web-Scale Acquisition of Parallel Corpora | Jul 1, 2020 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| Parallel Sentence Mining by Constrained Decoding | Jul 1, 2020 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 1 |
| Roles and Utilization of Attention Heads in Transformer-based Neural Language Models | Jul 1, 2020 | Sentence | CodeCode Available | 1 |
| Learning Sparse Prototypes for Text Generation | Jun 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking Positional Encoding in Language Pre-training | Jun 28, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Graph Optimal Transport for Cross-Domain Alignment | Jun 26, 2020 | Graph MatchingImage Captioning | CodeCode Available | 1 |
| LSBert: A Simple Framework for Lexical Simplification | Jun 25, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Attention-based Quantum Tomography | Jun 22, 2020 | Sentence | CodeCode Available | 1 |
| Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble | Jun 20, 2020 | Sentence | CodeCode Available | 1 |
| A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 | Jun 19, 2020 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| Deep Learning Enabled Semantic Communication Systems | Jun 18, 2020 | Deep LearningSemantic Communication | CodeCode Available | 1 |
| Video Moment Localization using Object Evidence and Reverse Captioning | Jun 18, 2020 | Language-Based Temporal LocalizationLanguage Modelling | CodeCode Available | 1 |
| Iterative Edit-Based Unsupervised Sentence Simplification | Jun 17, 2020 | SentenceText Simplification | CodeCode Available | 1 |
| DeepEventMine: end-to-end neural nested event extraction from biomedical texts | Jun 17, 2020 | Event ExtractionSentence | CodeCode Available | 1 |
| Discrete Latent Variable Representations for Low-Resource Text Classification | Jun 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Understanding Points of Correspondence between Sentences for Abstractive Summarization | Jun 10, 2020 | Abstractive Text Summarizationcoreference-resolution | CodeCode Available | 1 |
| Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation | Jun 9, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
