| Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources | Nov 14, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification | Nov 13, 2019 | ClassificationExtractive Summarization | —Unverified | 0 |
| What do you mean, BERT? Assessing BERT as a Distributional Semantics Model | Nov 13, 2019 | PositionSentence | —Unverified | 0 |
| Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction | Nov 12, 2019 | DiversitySentence | —Unverified | 0 |
| A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling | Nov 12, 2019 | Chinese Semantic Role LabelingMulti-Task Learning | CodeCode Available | 0 |
| Improving Robustness of Task Oriented Dialog Systems | Nov 12, 2019 | Adversarial AttackData Augmentation | —Unverified | 0 |
| Long-span language modeling for speech recognition | Nov 11, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A hybrid text normalization system using multi-head self-attention for mandarin | Nov 11, 2019 | SentenceText Normalization | —Unverified | 0 |
| Understanding BERT performance in propaganda analysis | Nov 11, 2019 | Sentence | —Unverified | 0 |
| TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection | Nov 11, 2019 | Natural QuestionsQuestion Answering | CodeCode Available | 0 |
| Text classification with pixel embedding | Nov 11, 2019 | ArticlesClassification | —Unverified | 0 |
| Translationese as a Language in "Multilingual" NMT | Nov 10, 2019 | Machine TranslationNMT | —Unverified | 0 |
| CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB | Nov 10, 2019 | NMTSentence | CodeCode Available | 0 |
| A Bilingual Generative Transformer for Semantic Sentence Embedding | Nov 10, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| INSET: Sentence Infilling with INter-SEntential Transformer | Nov 10, 2019 | Natural Language UnderstandingSentence | CodeCode Available | 0 |
| Improving BERT Fine-tuning with Embedding Normalization | Nov 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Adversarial Learning on the Latent Space for Diverse Dialog Generation | Nov 10, 2019 | Sentence | CodeCode Available | 0 |
| On Architectures for Including Visual Information in Neural Language Models for Image Description | Nov 9, 2019 | Image DescriptionLanguage Modeling | CodeCode Available | 0 |
| Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective | Nov 9, 2019 | Natural Language InferenceSentence | —Unverified | 0 |
| How Decoding Strategies Affect the Verifiability of Generated Text | Nov 9, 2019 | Language ModellingNatural Language Understanding | CodeCode Available | 0 |
| Multi-Sentence Argument Linking | Nov 9, 2019 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning | Nov 9, 2019 | Common Sense ReasoningQuestion Answering | CodeCode Available | 0 |
| Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning | Nov 9, 2019 | Machine TranslationRepresentation Learning | —Unverified | 0 |
| Subjective Sentiment Analysis for Arabic Newswire Comments | Nov 9, 2019 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity | Nov 9, 2019 | Dimensionality ReductionSemantic Textual Similarity | —Unverified | 0 |
| Zero-Shot Paraphrase Generation with Multilingual Language Models | Nov 9, 2019 | DenoisingDiversity | —Unverified | 0 |
| Towards automatic extractive text summarization of A-133 Single Audit reports with machine learning | Nov 8, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Pretrained Language Models for Document-Level Neural Machine Translation | Nov 8, 2019 | Machine TranslationNMT | —Unverified | 0 |
| A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation | Nov 8, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Instance-based Transfer Learning for Multilingual Deep Retrieval | Nov 8, 2019 | RetrievalSentence | —Unverified | 0 |
| Cross-Lingual Relevance Transfer for Document Retrieval | Nov 8, 2019 | Cross-Lingual TransferRetrieval | —Unverified | 0 |
| How Language-Neutral is Multilingual BERT? | Nov 8, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Question Generation from Paragraphs: A Tale of Two Hierarchical Models | Nov 8, 2019 | Question GenerationQuestion-Generation | —Unverified | 0 |
| Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework | Nov 7, 2019 | SentenceSpeech Synthesis | —Unverified | 0 |
| Improving Grammatical Error Correction with Machine Translation Pairs | Nov 7, 2019 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing | Nov 7, 2019 | Machine TranslationNMT | CodeCode Available | 0 |
| Probing Contextualized Sentence Representations with Visual Awareness | Nov 7, 2019 | DiversityMachine Translation | —Unverified | 0 |
| Using Interlinear Glosses as Pivot in Low-Resource Multilingual Machine Translation | Nov 7, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks | Nov 7, 2019 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| How Can BERT Help Lexical Semantics Tasks? | Nov 7, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| Dimensional Emotion Detection from Categorical Emotion | Nov 6, 2019 | Emotion ClassificationSentence | CodeCode Available | 0 |
| Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity | Nov 6, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Hierarchical Contextualized Representation for Named Entity Recognition | Nov 6, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Deep Learning approach for Hindi Named Entity Recognition | Nov 5, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency | Nov 5, 2019 | Definition ExtractionMulti-Task Learning | CodeCode Available | 0 |
| Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents | Nov 5, 2019 | Dialogue GenerationSentence | —Unverified | 0 |
| Sparse Lifting of Dense Vectors: Unifying Word and Sentence Representations | Nov 5, 2019 | Sentence | —Unverified | 0 |
| Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries | Nov 5, 2019 | NutritionRetrieval | —Unverified | 0 |
| Video Captioning with Text-based Dynamic Attention and Step-by-Step Learning | Nov 5, 2019 | SentenceVideo Captioning | —Unverified | 0 |
| A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution | Nov 4, 2019 | General ClassificationSentence | CodeCode Available | 0 |