| Calculating the similarity between words and sentences using a lexical database and corpus statistics | Feb 15, 2018 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Universal Neural Machine Translation for Extremely Low Resource Languages | Feb 15, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks | Feb 14, 2018 | Action ClassificationGeneral Classification | —Unverified | 0 |
| Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks | Feb 13, 2018 | Binary ClassificationBoundary Detection | —Unverified | 0 |
| Attention based Sentence Extraction from Scientific Articles using Pseudo-Labeled data | Feb 13, 2018 | ArticlesSentence | —Unverified | 0 |
| Evaluating Compositionality in Sentence Embeddings | Feb 12, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation | Feb 9, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning | Feb 9, 2018 | ImputationLanguage Modeling | CodeCode Available | 0 |
| Question-Answer Selection in User to User Marketplace Conversations | Feb 6, 2018 | Answer SelectionQuestion Answering | —Unverified | 0 |
| Densely Connected Bidirectional LSTM with Applications to Sentence Classification | Feb 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Content based Weighted Consensus Summarization | Feb 3, 2018 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Quantitative Fine-Grained Human Evaluation of Machine Translation Systems: a Case Study on English to Croatian | Feb 2, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings | Feb 2, 2018 | Active LearningChatbot | —Unverified | 0 |
| Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling | Jan 31, 2018 | Hard AttentionNatural Language Inference | CodeCode Available | 0 |
| Generating Wikipedia by Summarizing Long Sequences | Jan 30, 2018 | ArticlesDecoder | CodeCode Available | 0 |
| Network Controllability in the IFG Relates to Controlled Language Variability and Susceptibility to TMS | Jan 30, 2018 | Sentence | —Unverified | 0 |
| Video-based Sign Language Recognition without Temporal Segmentation | Jan 30, 2018 | SegmentationSentence | —Unverified | 0 |
| Combining Convolution and Recursive Neural Networks for Sentiment Analysis | Jan 27, 2018 | SentenceSentiment Analysis | —Unverified | 0 |
| Context Models for OOV Word Translation in Low-Resource Languages | Jan 26, 2018 | Machine TranslationSentence | —Unverified | 0 |
| A Question-Focused Multi-Factor Attention Network for Question Answering | Jan 25, 2018 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| SentiPers: A Sentiment Analysis Corpus for Persian | Jan 23, 2018 | Information RetrievalOpinion Mining | CodeCode Available | 0 |
| Vietnamese Open Information Extraction | Jan 23, 2018 | Dependency ParsingOpen Information Extraction | —Unverified | 0 |
| Attentive Recurrent Tensor Model for Community Question Answering | Jan 21, 2018 | Answer SelectionCommunity Question Answering | —Unverified | 0 |
| Building an Ellipsis-aware Chinese Dependency Treebank for Web Text | Jan 20, 2018 | Dependency ParsingKnowledge Base Construction | CodeCode Available | 0 |
| Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli | Jan 19, 2018 | Image CaptioningSentence | —Unverified | 0 |
| 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 |