| Learning Universal Sentence Representations with Mean-Max Attention Autoencoder | Sep 18, 2018 | DecoderSentence | CodeCode Available | 0 |
| Open Subtitles Paraphrase Corpus for Six Languages | Sep 17, 2018 | Sentence | —Unverified | 0 |
| Categorizing Comparative Sentences | Sep 17, 2018 | Argument MiningSentence | CodeCode Available | 0 |
| Style Transfer Through Multilingual and Feedback-Based Back-Translation | Sep 17, 2018 | AttributeSentence | —Unverified | 0 |
| Meta-Embedding as Auxiliary Task Regularization | Sep 16, 2018 | Self-Supervised LearningSentence | —Unverified | 0 |
| Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts | Sep 15, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 |
| Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based multi-document summarisation | Sep 14, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder | Sep 14, 2018 | DecoderSentence | CodeCode Available | 0 |
| XNLI: Evaluating Cross-lingual Sentence Representations | Sep 13, 2018 | Cross-Lingual Natural Language InferenceMachine Translation | CodeCode Available | 0 |
| Hate Speech Dataset from a White Supremacy Forum | Sep 12, 2018 | Hate Speech DetectionSentence | CodeCode Available | 0 |
| Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet | Sep 11, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can LSTM Learn to Capture Agreement? The Case of Basque | Sep 11, 2018 | DiagnosticPrediction | —Unverified | 0 |
| AWE: Asymmetric Word Embedding for Textual Entailment | Sep 11, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Assessing Composition in Sentence Vector Representations | Sep 11, 2018 | Sentence | CodeCode Available | 0 |
| Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset | Sep 11, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| What can linguistics and deep learning contribute to each other? | Sep 11, 2018 | Deep LearningLanguage Acquisition | —Unverified | 0 |
| Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks | Sep 10, 2018 | Dependency ParsingLemmatization | CodeCode Available | 0 |
| Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations | Sep 10, 2018 | Sentence | —Unverified | 0 |
| Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring? | Sep 9, 2018 | RelationSentence | —Unverified | 0 |
| Attentive Semantic Role Labeling with Boundary Indicator | Sep 8, 2018 | Semantic Role LabelingSentence | —Unverified | 0 |
| Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning | Sep 8, 2018 | DecoderRepresentation Learning | —Unverified | 0 |
| Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations | Sep 7, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features | Sep 7, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts | Sep 7, 2018 | SentenceTextual Analogy Parsing | CodeCode Available | 0 |
| Unsupervised Cross-lingual Word Embedding by Multilingual Neural Language Models | Sep 7, 2018 | Cross-Lingual Word EmbeddingsSentence | —Unverified | 0 |
