| Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding | Dec 5, 2018 | ClassificationClustering | —Unverified | 0 |
| Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models | Dec 4, 2018 | General ClassificationNegation | —Unverified | 0 |
| Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach | Dec 1, 2018 | SentenceWord Embeddings | —Unverified | 0 |
| Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification | Dec 1, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 0 |
| Syllables for Sentence Classification in Morphologically Rich Languages | Dec 1, 2018 | ClassificationSentence | —Unverified | 0 |
| Utilization of Dependency Type per Sentence to Identify Differences among Genres of English Texts | Dec 1, 2018 | Sentence | —Unverified | 0 |
| Towards Text Generation with Adversarially Learned Neural Outlines | Dec 1, 2018 | SentenceText Generation | —Unverified | 0 |
| Non-entailed subsequences as a challenge for natural language inference | Nov 29, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding | Nov 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning to detect dysarthria from raw speech | Nov 27, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| Verb Argument Structure Alternations in Word and Sentence Embeddings | Nov 27, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Unsupervised Image Captioning | Nov 27, 2018 | Image CaptioningImage Description | CodeCode Available | 0 |
| Visual Entailment Task for Visually-Grounded Language Learning | Nov 26, 2018 | Grounded language learningNatural Language Inference | —Unverified | 0 |
| Sentence Encoding with Tree-constrained Relation Networks | Nov 26, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Backdoor Decomposable Monotone Circuits and their Propagation Complete Encodings | Nov 23, 2018 | Sentence | —Unverified | 0 |
| Contextualized Non-local Neural Networks for Sequence Learning | Nov 21, 2018 | General ClassificationSentence | —Unverified | 0 |
| Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors | Nov 17, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Investigating the Effects of Word Substitution Errors on Sentence Embeddings | Nov 16, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification | Nov 16, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| Combining Fact Extraction and Verification with Neural Semantic Matching Networks | Nov 16, 2018 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Automatic Paper Summary Generation from Visual and Textual Information | Nov 16, 2018 | Sentence | —Unverified | 0 |
| Generating Responses Expressing Emotion in an Open-domain Dialogue System | Nov 15, 2018 | DecoderSentence | —Unverified | 0 |
| Exploiting Sentence Embedding for Medical Question Answering | Nov 15, 2018 | Medical Question AnsweringQuestion Answering | —Unverified | 0 |
| CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling | Nov 14, 2018 | SentenceText Generation | CodeCode Available | 0 |
| A Grammar-Based Structural CNN Decoder for Code Generation | Nov 14, 2018 | Code GenerationDecoder | CodeCode Available | 0 |
| Modeling Coherence for Discourse Neural Machine Translation | Nov 14, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Domain Agnostic Real-Valued Specificity Prediction | Nov 13, 2018 | Dialogue GenerationDomain Adaptation | CodeCode Available | 0 |
| Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks | Nov 13, 2018 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation | Nov 12, 2018 | Sentence | —Unverified | 0 |
| Multi-labeled Relation Extraction with Attentive Capsule Network | Nov 11, 2018 | Multi-Labeled Relation ExtractionRelation | —Unverified | 0 |
| ReDecode Framework for Iterative Improvement in Paraphrase Generation | Nov 11, 2018 | DecoderInformation Retrieval | —Unverified | 0 |
| Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency | Nov 10, 2018 | Sentence | CodeCode Available | 0 |
| Applying Distributional Compositional Categorical Models of Meaning to Language Translation | Nov 8, 2018 | SentenceTranslation | —Unverified | 0 |
| Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN | Nov 8, 2018 | Sentencetext-classification | —Unverified | 0 |
| Information Flow in Pregroup Models of Natural Language | Nov 8, 2018 | Sentence | —Unverified | 0 |
| Towards Compositional Distributional Discourse Analysis | Nov 8, 2018 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| Data Selection with Feature Decay Algorithms Using an Approximated Target Side | Nov 7, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Learning to Embed Sentences Using Attentive Recursive Trees | Nov 6, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation | Nov 6, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| UAlacant machine translation quality estimation at WMT 2018: a simple approach using phrase tables and feed-forward neural networks | Nov 6, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Do RNNs learn human-like abstract word order preferences? | Nov 5, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning | Nov 3, 2018 | DenoisingHierarchical Reinforcement Learning | —Unverified | 0 |
| Content preserving text generation with attribute controls | Nov 3, 2018 | AttributeSentence | CodeCode Available | 0 |
| Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings | Nov 3, 2018 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 0 |
| Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News | Nov 2, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Improving the Robustness of Speech Translation | Nov 2, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction | Nov 2, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks | Nov 2, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Coherent and Cohesive Long-form Text Generation | Nov 1, 2018 | FormLanguage Modeling | —Unverified | 0 |
| SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingInformation Retrieval | —Unverified | 0 |