| Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions | Jul 29, 2019 | Hierarchical Reinforcement LearningLogical Reasoning | CodeCode Available | 0 |
| EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos | Jul 29, 2019 | ClusteringSentence | —Unverified | 0 |
| Hybrid Neural Tagging Model for Open Relation Extraction | Jul 26, 2019 | Feature Engineeringmodel | —Unverified | 0 |
| Fine-Grained Sentence Functions for Short-Text Conversation | Jul 24, 2019 | Information RetrievalRetrieval | —Unverified | 0 |
| Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task | Jul 24, 2019 | SentenceTransfer Learning | —Unverified | 0 |
| Position Focused Attention Network for Image-Text Matching | Jul 23, 2019 | Image-text matchingPosition | CodeCode Available | 0 |
| Syntax-aware Neural Semantic Role Labeling | Jul 22, 2019 | Semantic ParsingSemantic Role Labeling | CodeCode Available | 0 |
| Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment | Jul 22, 2019 | DecoderDescriptive | —Unverified | 0 |
| Exploring sentence informativeness | Jul 19, 2019 | InformativenessSentence | —Unverified | 0 |
| Predicting Human Activities from User-Generated Content | Jul 19, 2019 | ClusteringSentence | —Unverified | 0 |
| What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks | Jul 19, 2019 | ArticlesDocument Summarization | CodeCode Available | 0 |
| Bidirectional Transition-Based Dependency Parsing | Jul 17, 2019 | Dependency ParsingSentence | CodeCode Available | 0 |
| Jointly Extracting Multiple Triplets with Multilayer Translation Constraints | Jul 17, 2019 | Knowledge Base Constructionnamed-entity-recognition | —Unverified | 0 |
| Joint extraction of entities and overlapping relations using position-attentive sequence labeling | Jul 17, 2019 | Joint Entity and Relation ExtractionPosition | —Unverified | 0 |
| CLaRO: a Data-driven CNL for Specifying Competency Questions | Jul 17, 2019 | Sentence | CodeCode Available | 0 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| GLOSS: Generative Latent Optimization of Sentence Representations | Jul 15, 2019 | Representation LearningSentence | CodeCode Available | 0 |
| Ranking sentences from product description & bullets for better search | Jul 15, 2019 | Extractive SummarizationNER | —Unverified | 0 |
| Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation | Jul 14, 2019 | Data AugmentationMachine Translation | —Unverified | 0 |
| Cross-Lingual Transfer Learning for Question Answering | Jul 13, 2019 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems | Jul 11, 2019 | Goal-Oriented DialogRetrieval | —Unverified | 0 |
| ReQA: An Evaluation for End-to-End Answer Retrieval Models | Jul 10, 2019 | Information RetrievalQuestion Answering | CodeCode Available | 0 |
| Can Unconditional Language Models Recover Arbitrary Sentences? | Jul 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia | Jul 10, 2019 | ArticlesSentence | CodeCode Available | 0 |
| Multilingual Universal Sentence Encoder for Semantic Retrieval | Jul 9, 2019 | Question AnsweringRetrieval | —Unverified | 0 |
| Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures | Jul 7, 2019 | Sentence | CodeCode Available | 0 |
| Evolutionary Algorithm for Sinhala to English Translation | Jul 6, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Short Text Conversation Based on Deep Neural Network and Analysis on Evaluation Measures | Jul 6, 2019 | Question AnsweringSentence | CodeCode Available | 0 |
| Video Question Generation via Cross-Modal Self-Attention Networks Learning | Jul 5, 2019 | DiversityQuestion Answering | —Unverified | 0 |
| Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study | Jul 4, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 0 |
| Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-level Embedding Features | Jul 3, 2019 | Polyphone disambiguationSentence | —Unverified | 0 |
| Discourse Understanding and Factual Consistency in Abstractive Summarization | Jul 2, 2019 | Abstractive Text SummarizationSentence | —Unverified | 0 |
| Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data | Jul 1, 2019 | Entity Extraction using GANnamed-entity-recognition | —Unverified | 0 |
| Neural Network Alignment for Sentential Paraphrases | Jul 1, 2019 | RTESentence | —Unverified | 0 |
| Empirical Linguistic Study of Sentence Embeddings | Jul 1, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
| Stochastic Tokenization with a Language Model for Neural Text Classification | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts | Jul 1, 2019 | Reinforcement LearningSemantic Similarity | —Unverified | 0 |
| Generating Diverse Translations with Sentence Codes | Jul 1, 2019 | DiversityMachine Translation | —Unverified | 0 |
| Exploring Sequence-to-Sequence Learning in Aspect Term Extraction | Jul 1, 2019 | DecoderPosition | —Unverified | 0 |
| Level-Up: Learning to Improve Proficiency Level of Essays | Jul 1, 2019 | Sentence | —Unverified | 0 |
| Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations | Jul 1, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Controllable Text Simplification with Lexical Constraint Loss | Jul 1, 2019 | SentenceText Simplification | —Unverified | 0 |
| BERT-based Lexical Substitution | Jul 1, 2019 | Sentence | CodeCode Available | 0 |
| Controlling Grammatical Error Correction Using Word Edit Rate | Jul 1, 2019 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing | Jul 1, 2019 | DecoderSemantic Parsing | —Unverified | 0 |
| Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis | Jul 1, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Confusionset-guided Pointer Networks for Chinese Spelling Check | Jul 1, 2019 | Sentence | —Unverified | 0 |
| Long-Distance Dependencies Don't Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations | Jul 1, 2019 | General ClassificationInductive Bias | —Unverified | 0 |
| Building a Chinese AMR Bank with Concept and Relation Alignments | Jul 1, 2019 | Abstract Meaning RepresentationRelation | —Unverified | 0 |