| 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 |
