| Language Production Dynamics with Recurrent Neural Networks | Jul 1, 2018 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Document-Level Adaptation for Neural Machine Translation | Jul 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention | Jul 1, 2018 | Document EmbeddingEvent Detection | —Unverified | 0 |
| A Language Model based Evaluator for Sentence Compression | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model | Jul 1, 2018 | Chinese Word SegmentationSentence | —Unverified | 0 |
| Document Modeling with External Attention for Sentence Extraction | Jul 1, 2018 | Answer SelectionDocument Summarization | CodeCode Available | 0 |
| A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems | Jul 1, 2018 | Automatic Post-EditingSentence | CodeCode Available | 0 |
| Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search | Jul 1, 2018 | General ClassificationImage Retrieval | —Unverified | 0 |
| Inherent Biases in Reference-based Evaluation for Grammatical Error Correction | Jul 1, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| Simplified Abugidas | Jul 1, 2018 | Sentence | —Unverified | 0 |
| Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification | Jul 1, 2018 | Cross-Lingual Document ClassificationCross-Lingual Transfer | —Unverified | 0 |
| Tackling Adversarial Examples in QA via Answer Sentence Selection | Jul 1, 2018 | ArticlesQuestion Answering | —Unverified | 0 |
| Automatic Question Generation using Relative Pronouns and Adverbs | Jul 1, 2018 | DescriptiveDialogue Generation | —Unverified | 0 |
| Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization | Jul 1, 2018 | Cross-Lingual Word EmbeddingsMachine Translation | —Unverified | 0 |
| Neural Machine Translation with Key-Value Memory-Augmented Attention | Jun 29, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging | Jun 28, 2018 | Morphological AnalysisPart-Of-Speech Tagging | —Unverified | 0 |
| A hybrid deep learning approach for medical relation extraction | Jun 26, 2018 | Deep LearningMedical Relation Extraction | CodeCode Available | 0 |
| Deep Generative Models with Learnable Knowledge Constraints | Jun 26, 2018 | Image GenerationReinforcement Learning | —Unverified | 0 |
| A Multi-Modal Chinese Poetry Generation Model | Jun 26, 2018 | Decodermodel | CodeCode Available | 0 |
| Enhancing Sentence Embedding with Generalized Pooling | Jun 26, 2018 | Author ProfilingGeneral Classification | CodeCode Available | 0 |
| Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora | Jun 25, 2018 | ArticlesMachine Translation | —Unverified | 0 |
| Best Vision Technologies Submission to ActivityNet Challenge 2018-Task: Dense-Captioning Events in Videos | Jun 25, 2018 | Dense CaptioningOptical Flow Estimation | —Unverified | 0 |
| Prior Attention for Style-aware Sequence-to-Sequence Models | Jun 25, 2018 | Lexical SimplificationSentence | —Unverified | 0 |
| Disentangled VAE Representations for Multi-Aspect and Missing Data | Jun 24, 2018 | DisentanglementSentence | —Unverified | 0 |
| Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation | Jun 23, 2018 | Comment GenerationMulti-Task Learning | —Unverified | 0 |
| Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation | Jun 22, 2018 | SentenceText Generation | CodeCode Available | 0 |
| BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation | Jun 21, 2018 | Image CaptioningMachine Translation | —Unverified | 0 |
| Dictionary-Guided Editing Networks for Paraphrase Generation | Jun 21, 2018 | Paraphrase GenerationSentence | —Unverified | 0 |
| Learning from Chunk-based Feedback in Neural Machine Translation | Jun 19, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Dynamic Multi-Level Multi-Task Learning for Sentence Simplification | Jun 19, 2018 | Multi-Task LearningParaphrase Generation | —Unverified | 0 |
| Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding | Jun 18, 2018 | Sentenceslot-filling | —Unverified | 0 |
| Learning to Evaluate Image Captioning | Jun 17, 2018 | 8kData Augmentation | CodeCode Available | 0 |
| Aspect Sentiment Classification with both Word-level and Clause-level AttentionNetworks | Jun 17, 2018 | General ClassificationSentence | —Unverified | 0 |
| Evaluation of sentence embeddings in downstream and linguistic probing tasks | Jun 16, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multi-Level Policy and Reward Reinforcement Learning for Image Captioning | Jun 15, 2018 | Image CaptioningNatural Language Understanding | —Unverified | 0 |
| Partially-Supervised Image Captioning | Jun 15, 2018 | Image CaptioningObject | —Unverified | 0 |
| Structure-Infused Copy Mechanisms for Abstractive Summarization | Jun 14, 2018 | Abstractive Text SummarizationSentence | CodeCode Available | 0 |
| Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System | Jun 14, 2018 | General ClassificationHumor Detection | —Unverified | 0 |
| Entity Commonsense Representation for Neural Abstractive Summarization | Jun 14, 2018 | Abstractive Text SummarizationDecoder | CodeCode Available | 0 |
| Translations as Additional Contexts for Sentence Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Generating Sentences Using a Dynamic Canvas | Jun 13, 2018 | Sentence | —Unverified | 0 |
| Generative Neural Machine Translation | Jun 13, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation | Jun 13, 2018 | ArticlesFeature Engineering | CodeCode Available | 0 |
| Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model | Jun 12, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering | Jun 12, 2018 | Natural Language InferenceParaphrase Identification | CodeCode Available | 0 |
| Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages | Jun 12, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Embedding Text in Hyperbolic Spaces | Jun 12, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Straight to the Tree: Constituency Parsing with Neural Syntactic Distance | Jun 11, 2018 | Constituency ParsingPosition | CodeCode Available | 0 |
| Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource | Jun 11, 2018 | Active LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations | Jun 8, 2018 | DiversityMulti-Label Classification | —Unverified | 0 |