| Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks | May 25, 2018 | Extractive SummarizationSentence | —Unverified | 0 |
| WSD algorithm based on a new method of vector-word contexts proximity calculation via epsilon-filtration | May 24, 2018 | SentenceWord Sense Disambiguation | CodeCode Available | 0 |
| Filtering and Mining Parallel Data in a Joint Multilingual Space | May 24, 2018 | Machine TranslationSentence | —Unverified | 0 |
| DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction | May 24, 2018 | RelationRelation Classification | —Unverified | 0 |
| Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning | May 24, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Semantic Network Interpretation | May 23, 2018 | Network InterpretationSentence | —Unverified | 0 |
| Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages | May 23, 2018 | Cross-Lingual Sentiment ClassificationMachine Translation | CodeCode Available | 0 |
| Hyperbolic Neural Networks | May 23, 2018 | Graph Representation LearningNatural Language Inference | CodeCode Available | 0 |
| Discrete Structural Planning for Neural Machine Translation | May 23, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Fake Sentence Detection as a Training Task for Sentence Encoding | May 23, 2018 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| Learning sentence embeddings using Recursive Networks | May 22, 2018 | POSReverse Dictionary | 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 |
| Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation | May 21, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity | May 21, 2018 | Natural Language InferenceRelation | —Unverified | 0 |
| Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation | May 21, 2018 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings | May 21, 2018 | Morphological TaggingPart-Of-Speech Tagging | CodeCode Available | 0 |
| Morphological analysis using a sequence decoder | May 21, 2018 | DecoderLEMMA | CodeCode Available | 0 |
| Efficient and Robust Question Answering from Minimal Context over Documents | May 21, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Character-based Neural Networks for Sentence Pair Modeling | May 21, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) | May 20, 2018 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Improved Sentence Modeling using Suffix Bidirectional LSTM | May 18, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Multi-view Sentence Representation Learning | May 18, 2018 | MULTI-VIEW LEARNINGRepresentation Learning | —Unverified | 0 |
| SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension | May 18, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations | May 18, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Linear-Time Constituency Parsing with RNNs and Dynamic Programming | May 17, 2018 | Boundary DetectionConstituency Parsing | —Unverified | 0 |
