| A mostly unlexicalized model for recognizing textual entailment | Nov 1, 2018 | Fake News DetectionInformation Retrieval | —Unverified | 0 |
| Universal Sentence Encoder for English | Nov 1, 2018 | Multi-Task LearningSentence | —Unverified | 0 |
| Online Embedding Compression for Text Classification using Low Rank Matrix Factorization | Nov 1, 2018 | General ClassificationQuantization | —Unverified | 0 |
| Towards Linear Time Neural Machine Translation with Capsule Networks | Nov 1, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Language-Independent Representor for Neural Machine Translation | Nov 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Multilingual Embeddings Jointly Induced from Contexts and Concepts: Simple, Strong and Scalable | Nov 1, 2018 | Multilingual Word EmbeddingsSentence | —Unverified | 0 |
| Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages | Nov 1, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Multilingual NMT with a language-independent attention bridge | Nov 1, 2018 | DecoderNMT | CodeCode Available | 0 |
| Towards Coherent and Cohesive Long-form Text Generation | Nov 1, 2018 | FormLanguage Modeling | —Unverified | 0 |
| Generating Texts with Integer Linear Programming | Oct 31, 2018 | Concept-To-Text GenerationReferring Expression | —Unverified | 0 |
| Extracting Linguistic Resources from the Web for Concept-to-Text Generation | Oct 31, 2018 | Concept-To-Text GenerationSentence | —Unverified | 0 |
| SURFACE: Semantically Rich Fact Validation with Explanations | Oct 31, 2018 | General ClassificationSentence | —Unverified | 0 |
| On the Effectiveness of Minimal Context Selection for Robust Question Answering | Oct 30, 2018 | Adversarial RobustnessQuestion Answering | —Unverified | 0 |
| Word Mover's Embedding: From Word2Vec to Document Embedding | Oct 30, 2018 | Document EmbeddingGeneral Classification | CodeCode Available | 0 |
| Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model | Oct 30, 2018 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks | Oct 30, 2018 | feature selectionPICO | CodeCode Available | 0 |
| Learning Better Internal Structure of Words for Sequence Labeling | Oct 29, 2018 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| Content Selection in Deep Learning Models of Summarization | Oct 29, 2018 | ArticlesDeep Learning | CodeCode Available | 0 |
| Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer | Oct 28, 2018 | Sentence | —Unverified | 0 |
| Static and Dynamic Vector Semantics for Lambda Calculus Models of Natural Language | Oct 26, 2018 | Sentence | —Unverified | 0 |
| Integrating Transformer and Paraphrase Rules for Sentence Simplification | Oct 26, 2018 | SentenceText Simplification | CodeCode Available | 0 |
| Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering | Oct 26, 2018 | Domain AdaptationQuestion Answering | —Unverified | 0 |
| Engaging Image Captioning Via Personality | Oct 25, 2018 | Image CaptioningSentence | —Unverified | 0 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling | Oct 24, 2018 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation | Oct 24, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Ain't Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language | Oct 23, 2018 | DecoderProgram Synthesis | —Unverified | 0 |
| Neural Transition-based Syntactic Linearization | Oct 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Confidence of Neural Network Predictions for some NLP Tasks | Oct 22, 2018 | Classificationimage-classification | —Unverified | 0 |
| Making question answering more robust through relevant context selection | Oct 22, 2018 | Question AnsweringRetrieval | —Unverified | 0 |
| Learned in Speech Recognition: Contextual Acoustic Word Embeddings | Oct 22, 2018 | Sentencespeech-recognition | —Unverified | 0 |
| Improving Sentence Representations with Multi-view Frameworks | Oct 22, 2018 | MULTI-VIEW LEARNINGSentence | —Unverified | 0 |
| BioSentVec: creating sentence embeddings for biomedical texts | Oct 22, 2018 | ArticlesBenchmarking | CodeCode Available | 0 |
| pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference | Oct 20, 2018 | Common Sense ReasoningSentence | CodeCode Available | 1 |
| Abstractive Summarization Using Attentive Neural Techniques | Oct 20, 2018 | Abstractive Text SummarizationDecoder | CodeCode Available | 0 |
| Collective Learning From Diverse Datasets for Entity Typing in the Wild | Oct 20, 2018 | Entity TypingSentence | —Unverified | 0 |
| Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages | Oct 20, 2018 | Machine TranslationSemantic Similarity | —Unverified | 0 |
| STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework | Oct 19, 2018 | de-enSentence | CodeCode Available | 0 |
| Large-scale Hierarchical Alignment for Data-driven Text Rewriting | Oct 18, 2018 | ArticlesSentence | CodeCode Available | 0 |
| A Span-Extraction Dataset for Chinese Machine Reading Comprehension | Oct 17, 2018 | Machine Reading ComprehensionReading Comprehension | CodeCode Available | 0 |
| Skip-Thought GAN: Generating Text through Adversarial Training using Skip-Thought Vectors | Oct 16, 2018 | Image GenerationSentence | —Unverified | 0 |
| Exploring Sentence Vector Spaces through Automatic Summarization | Oct 16, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Look Deeper See Richer: Depth-aware Image Paragraph Captioning | Oct 15, 2018 | DecoderImage Captioning | —Unverified | 0 |
| Structured Content Preservation for Unsupervised Text Style Transfer | Oct 15, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 3D Feature Pyramid Attention Module for Robust Visual Speech Recognition | Oct 15, 2018 | LipreadingSentence | —Unverified | 0 |
| (Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation | Oct 15, 2018 | Machine TranslationSentence | —Unverified | 0 |
| BLEU is Not Suitable for the Evaluation of Text Simplification | Oct 14, 2018 | SentenceText Generation | CodeCode Available | 0 |
| Neural Relation Extraction Within and Across Sentence Boundaries | Oct 11, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Adversarial Text Generation Without Reinforcement Learning | Oct 11, 2018 | Adversarial Textreinforcement-learning | —Unverified | 0 |
| Semantic Structural Evaluation for Text Simplification | Oct 11, 2018 | Semantic ParsingSentence | CodeCode Available | 0 |