| Generating Multilingual Parallel Corpus Using Subtitles | Apr 11, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Decoupled Novel Object Captioner | Apr 11, 2018 | Image CaptioningNovel Concepts | CodeCode Available | 0 |
| Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation | Apr 11, 2018 | ColorizationImage Colorization | CodeCode Available | 0 |
| QA4IE: A Question Answering based Framework for Information Extraction | Apr 10, 2018 | Question AnsweringRelation | CodeCode Available | 0 |
| Guiding Neural Machine Translation with Retrieved Translation Pieces | Apr 7, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Word Segmentation as Graph Partition | Apr 5, 2018 | Chinese Word SegmentationSegmentation | —Unverified | 0 |
| Emotions are Universal: Learning Sentiment Based Representations of Resource-Poor Languages using Siamese Networks | Apr 3, 2018 | SentenceSentiment Analysis | —Unverified | 0 |
| AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification | Apr 3, 2018 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Learning Latent Opinions for Aspect-Level Sentiment Classification | Apr 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Training Tips for the Transformer Model | Apr 1, 2018 | Machine Translationmodel | CodeCode Available | 0 |
| Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM | Apr 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Reconstruction Network for Video Captioning | Mar 30, 2018 | DecoderSentence | CodeCode Available | 0 |
| Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning | Mar 30, 2018 | Multi-Task LearningNatural Language Inference | CodeCode Available | 0 |
| Identifying Semantic Divergences in Parallel Text without Annotations | Mar 29, 2018 | Machine TranslationSemantic Similarity | CodeCode Available | 0 |
| Neural Baby Talk | Mar 27, 2018 | Image CaptioningObject | CodeCode Available | 0 |
| Automated Evaluation of Out-of-Context Errors | Mar 23, 2018 | Binary ClassificationLanguage Modeling | CodeCode Available | 0 |
| Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval | Mar 23, 2018 | Active LearningInformation Retrieval | —Unverified | 0 |
| Structured Output Learning with Abstention: Application to Accurate Opinion Prediction | Mar 22, 2018 | Opinion MiningPrediction | —Unverified | 0 |
| Contextual Salience for Fast and Accurate Sentence Vectors | Mar 22, 2018 | Document SummarizationGeneral Classification | CodeCode Available | 0 |
| eSCAPE: a Large-scale Synthetic Corpus for Automatic Post-Editing | Mar 20, 2018 | Automatic Post-EditingSentence | —Unverified | 0 |
| Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata | Mar 19, 2018 | Sentence | CodeCode Available | 0 |
| Argumentation theory for mathematical argument | Mar 17, 2018 | Sentence | —Unverified | 0 |
| A Simple and Effective Approach to the Story Cloze Test | Mar 15, 2018 | Cloze TestFeature Engineering | —Unverified | 0 |
| FEVER: a large-scale dataset for Fact Extraction and VERification | Mar 14, 2018 | Claim VerificationSentence | CodeCode Available | 0 |
| Unpaired Image Captioning by Language Pivoting | Mar 14, 2018 | Image CaptioningSentence | —Unverified | 0 |
| 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 |