| Exploring Semantic Properties of Sentence Embeddings | Jul 1, 2018 | Machine TranslationReading Comprehension | —Unverified | 0 |
| Evaluation of sentence embeddings in downstream and linguistic probing tasks | Jun 16, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Embedding Text in Hyperbolic Spaces | Jun 12, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 |
| RiskFinder: A Sentence-level Risk Detector for Financial Reports | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| Hyperbolic Neural Networks | May 23, 2018 | Graph Representation LearningNatural Language Inference | CodeCode Available | 0 |
| Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents | May 22, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning sentence embeddings using Recursive Networks | May 22, 2018 | POSReverse Dictionary | CodeCode Available | 0 |
| Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity | May 21, 2018 | Natural Language InferenceRelation | —Unverified | 0 |
| Obligation and Prohibition Extraction Using Hierarchical RNNs | May 10, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| What you can cram into a single vector: Probing sentence embeddings for linguistic properties | May 3, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics | May 1, 2018 | Sentence EmbeddingsWord Embeddings | —Unverified | 0 |
| SPADE: Evaluation Dataset for Monolingual Phrase Alignment | May 1, 2018 | Machine TranslationParaphrase Identification | —Unverified | 0 |
| On the Vector Representation of Utterances in Dialogue Context | May 1, 2018 | Document ClassificationIntent Detection | —Unverified | 0 |
| A neural interlingua for multilingual machine translation | Apr 23, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Learning Sentence Embeddings for Coherence Modelling and Beyond | Apr 22, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks | Apr 21, 2018 | Multi-Task LearningNatural Language Inference | —Unverified | 0 |
| Learning Semantic Textual Similarity from Conversations | Apr 20, 2018 | Community Question AnsweringNatural Language Inference | CodeCode Available | 0 |
| Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity | Apr 20, 2018 | Natural Language UnderstandingSemantic Similarity | —Unverified | 0 |
| Universal Sentence Encoder | Mar 29, 2018 | Conversational Response SelectionSemantic Textual Similarity | CodeCode Available | 1 |
| Contextual Salience for Fast and Accurate Sentence Vectors | Mar 22, 2018 | Document SummarizationGeneral Classification | CodeCode Available | 0 |
| Evaluating Compositionality in Sentence Embeddings | Feb 12, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings | Feb 2, 2018 | Active LearningChatbot | —Unverified | 0 |
| Simple Unsupervised Keyphrase Extraction using Sentence Embeddings | Jan 13, 2018 | DiversityKeyphrase Extraction | CodeCode Available | 0 |