| A Study on Passage Re-ranking in Embedding based Unsupervised Semantic Search | Apr 22, 2018 | Passage Re-RankingRe-Ranking | —Unverified | 0 |
| Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds | Apr 21, 2018 | Entity TypingGeneral Classification | CodeCode Available | 0 |
| Dynamic Meta-Embeddings for Improved Sentence Representations | Apr 21, 2018 | SentenceWord Embeddings | CodeCode Available | 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 |
| Eval all, trust a few, do wrong to none: Comparing sentence generation models | Apr 21, 2018 | AllSentence | —Unverified | 0 |
| Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy | Apr 21, 2018 | BinarizationMachine Translation | —Unverified | 0 |
| Unsupervised Natural Language Generation with Denoising Autoencoders | Apr 21, 2018 | DenoisingQuestion Answering | CodeCode Available | 0 |
| Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks | Apr 20, 2018 | ClassificationDialog Act Classification | CodeCode Available | 0 |
| Sentence Simplification with Memory-Augmented Neural Networks | Apr 20, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Learning Semantic Textual Similarity from Conversations | Apr 20, 2018 | Community Question AnsweringNatural Language Inference | CodeCode Available | 0 |
| Pathologies of Neural Models Make Interpretations Difficult | Apr 20, 2018 | Sentence | —Unverified | 0 |
| Phrase-Based & Neural Unsupervised Machine Translation | Apr 20, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| Acquisition of Phrase Correspondences using Natural Deduction Proofs | Apr 20, 2018 | Natural Language InferenceRTE | —Unverified | 0 |
| Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity | Apr 20, 2018 | Natural Language UnderstandingSemantic Similarity | —Unverified | 0 |
| Approaches for Enriching and Improving Textual Knowledge Bases | Apr 20, 2018 | ArticlesSentence | —Unverified | 0 |
| Learning to Extract Coherent Summary via Deep Reinforcement Learning | Apr 19, 2018 | Deep Reinforcement LearningExtractive Summarization | —Unverified | 0 |
| Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning | Apr 19, 2018 | Automated Theorem ProvingFormal Logic | —Unverified | 0 |
| QuaSE: Accurate Text Style Transfer under Quantifiable Guidance | Apr 19, 2018 | DisentanglementSentence | CodeCode Available | 0 |
| Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention | Apr 19, 2018 | RelationRelation Extraction | CodeCode Available | 1 |
| To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression | Apr 19, 2018 | regressionSentence | —Unverified | 0 |
| Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses | Apr 17, 2018 | Dependency ParsingSentence | CodeCode Available | 0 |
| ListOps: A Diagnostic Dataset for Latent Tree Learning | Apr 17, 2018 | DiagnosticListOps | CodeCode Available | 1 |
| Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer | Apr 17, 2018 | AttributeImage Captioning | CodeCode Available | 0 |
| Adversarial Example Generation with Syntactically Controlled Paraphrase Networks | Apr 17, 2018 | DecoderSentence | CodeCode Available | 0 |
| Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph | Apr 16, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
