| Neural Lattice Language Models | Mar 13, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with Neural Attention | Mar 12, 2018 | Semantic ParsingSentence | —Unverified | 0 |
| Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss | Mar 9, 2018 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| An efficient framework for learning sentence representations | Mar 7, 2018 | General ClassificationRepresentation Learning | CodeCode Available | 0 |
| Automating Reading Comprehension by Generating Question and Answer Pairs | Mar 7, 2018 | Answer GenerationQuestion Generation | —Unverified | 0 |
| Generating Contradictory, Neutral, and Entailing Sentences | Mar 7, 2018 | DiversityNatural Language Inference | —Unverified | 0 |
| Annotation Artifacts in Natural Language Inference Data | Mar 6, 2018 | Natural Language InferenceNegation | —Unverified | 0 |
| Neural Architectures for Open-Type Relation Argument Extraction | Mar 5, 2018 | Question AnsweringRelation | —Unverified | 0 |
| Automatic Translating between Ancient Chinese and Contemporary Chinese with Limited Aligned Corpora | Mar 5, 2018 | SentenceTranslation | —Unverified | 0 |
| Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations | Mar 4, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Hybrid Model For Word Prediction Using Naive Bayes and Latent Information | Mar 2, 2018 | SentenceSentence Completion | —Unverified | 0 |
| A Notion of Semantic Coherence for Underspecified Semantic Representation | Mar 1, 2018 | Sentence | —Unverified | 0 |
| Matching Natural Language Sentences with Hierarchical Sentence Factorization | Mar 1, 2018 | Deep LearningParaphrase Identification | —Unverified | 0 |
| Keynote: Machine Translation Beyond the Sentence | Mar 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Analyzing Uncertainty in Neural Machine Translation | Feb 28, 2018 | DiversityMachine Translation | CodeCode Available | 0 |
| Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction | Feb 28, 2018 | AllRelation | CodeCode Available | 0 |
| Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks | Feb 25, 2018 | Sentence | —Unverified | 0 |
| Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method | Feb 25, 2018 | Sentence | —Unverified | 0 |
| Ranking Sentences for Extractive Summarization with Reinforcement Learning | Feb 23, 2018 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| Deep Multimodal Learning for Emotion Recognition in Spoken Language | Feb 22, 2018 | Emotion RecognitionSentence | —Unverified | 0 |
| DeepASL: Enabling Ubiquitous and Non-Intrusive Word and Sentence-Level Sign Language Translation | Feb 21, 2018 | SentenceSign Language Translation | —Unverified | 0 |
| Matching Article Pairs with Graphical Decomposition and Convolutions | Feb 21, 2018 | Articlesdocument understanding | CodeCode Available | 0 |
| SufiSent - Universal Sentence Representations Using Suffix Encodings | Feb 20, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Attentive Tensor Product Learning | Feb 20, 2018 | Constituency ParsingDeep Learning | —Unverified | 0 |
| Building a Word Segmenter for Sanskrit Overnight | Feb 17, 2018 | Morphological AnalysisSentence | CodeCode Available | 0 |
