| What Does a TextCNN Learn? | Jan 19, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations | Jan 18, 2018 | SentenceTranslation | —Unverified | 0 |
| Contextual and Position-Aware Factorization Machines for Sentiment Classification | Jan 18, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Image Captioning using Deep Neural Architectures | Jan 17, 2018 | Image CaptioningMachine Translation | CodeCode Available | 0 |
| Variational Recurrent Neural Machine Translation | Jan 16, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Multi-Label Learning from Medical Plain Text with Convolutional Residual Models | Jan 15, 2018 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Simple Unsupervised Keyphrase Extraction using Sentence Embeddings | Jan 13, 2018 | DiversityKeyphrase Extraction | CodeCode Available | 0 |
| SEE: Syntax-aware Entity Embedding for Neural Relation Extraction | Jan 11, 2018 | RelationRelation Classification | —Unverified | 0 |
| Translating Pro-Drop Languages with Reconstruction Models | Jan 10, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| Winograd Schema - Knowledge Extraction Using Narrative Chains | Jan 8, 2018 | Common Sense ReasoningSentence | —Unverified | 0 |
| MIZAN: A Large Persian-English Parallel Corpus | Jan 7, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Visual Text Correction | Jan 6, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism | Jan 5, 2018 | NegationSentence | —Unverified | 0 |
| Knowledge-based Word Sense Disambiguation using Topic Models | Jan 5, 2018 | SentenceTopic Models | —Unverified | 0 |
| Sentence Object Notation: Multilingual sentence notation based on Wordnet | Jan 3, 2018 | ObjectSentence | —Unverified | 0 |
| One-shot and few-shot learning of word embeddings | Jan 1, 2018 | Few-Shot LearningSentence | —Unverified | 0 |
| Adversarial Examples for Natural Language Classification Problems | Jan 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| STRUCTURED ALIGNMENT NETWORKS | Jan 1, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Semantic Feature Structure Extraction From Documents Based on Extended Lexical Chains | Jan 1, 2018 | RetrievalSentence | —Unverified | 0 |
| Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning | Jan 1, 2018 | DecoderRepresentation Learning | —Unverified | 0 |
| On the Use of Word Embeddings Alone to Represent Natural Language Sequences | Jan 1, 2018 | SentenceWord Embeddings | —Unverified | 0 |
| Fast and Accurate Text Classification: Skimming, Rereading and Early Stopping | Jan 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Associative Conversation Model: Generating Visual Information from Textual Information | Jan 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Exploring Sentence Vectors Through Automatic Summarization | Jan 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Hyperedge2vec: Distributed Representations for Hyperedges | Jan 1, 2018 | Probabilistic Deep LearningSentence | —Unverified | 0 |