| Semantic Parsing: Syntactic assurance to target sentence using LSTM Encoder CFG-Decoder | Jul 18, 2018 | DecoderSemantic Parsing | —Unverified | 0 |
| Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing | Jul 18, 2018 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| Distinct patterns of syntactic agreement errors in recurrent networks and humans | Jul 18, 2018 | Sentence | CodeCode Available | 0 |
| Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings | Jul 18, 2018 | Domain AdaptationSentence | —Unverified | 0 |
| Deep Enhanced Representation for Implicit Discourse Relation Recognition | Jul 13, 2018 | Discourse ParsingRelation | CodeCode Available | 0 |
| Ultra-Fine Entity Typing | Jul 13, 2018 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Linear Transformations for Cross-lingual Semantic Textual Similarity | Jul 11, 2018 | Cross-Lingual Semantic Textual SimilarityMachine Translation | —Unverified | 0 |
| Difficulty Controllable Generation of Reading Comprehension Questions | Jul 10, 2018 | Question GenerationQuestion-Generation | —Unverified | 0 |
| Position-aware Self-attention with Relative Positional Encodings for Slot Filling | Jul 9, 2018 | PositionRelation Extraction | CodeCode Available | 0 |
| NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning | Jul 9, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts | Jul 8, 2018 | RetrievalSentence | —Unverified | 0 |
| Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction | Jul 8, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| Neural Document Summarization by Jointly Learning to Score and Select Sentences | Jul 6, 2018 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 |
| Sequential Copying Networks | Jul 6, 2018 | DecoderQuestion Generation | CodeCode Available | 0 |
| A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss | Jul 5, 2018 | Abstractive Text SummarizationSentence | CodeCode Available | 0 |
| A Convolutional Neural Network for Aspect Sentiment Classification | Jul 4, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Simpler but More Accurate Semantic Dependency Parsing | Jul 3, 2018 | Dependency ParsingSemantic Dependency Parsing | CodeCode Available | 0 |
| Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study | Jul 3, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| Improved training of neural trans-dimensional random field language models with dynamic noise-contrastive estimation | Jul 3, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Transparent, Efficient, and Robust Word Embedding Access with WOMBAT | Jul 2, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| Multiway Attention Networks for Modeling Sentence Pairs | Jul 1, 2018 | Natural Language InferenceParaphrase Identification | CodeCode Available | 0 |
| Automatic Extraction of Causal Relations from Text using Linguistically Informed Deep Neural Networks | Jul 1, 2018 | ClusteringFeature Engineering | —Unverified | 0 |
| Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques | Jul 1, 2018 | Question AnsweringSentence | —Unverified | 0 |
| Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline | Jul 1, 2018 | Representation LearningSentence | —Unverified | 0 |
| Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation | Jul 1, 2018 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | —Unverified | 0 |
