| Reducing Distant Supervision Noise with Maxpooled Attention and Sentence-Level Supervision | Jun 6, 2018 | Sentence | —Unverified | 0 |
| Wasserstein is all you need | Jun 5, 2018 | AllSentence | —Unverified | 0 |
| Voice Imitating Text-to-Speech Neural Networks | Jun 4, 2018 | Sentencetext-to-speech | —Unverified | 0 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 |
| Stress Test Evaluation for Natural Language Inference | Jun 2, 2018 | Natural Language InferenceNatural Language Understanding | CodeCode Available | 0 |
| Does the brain represent words? An evaluation of brain decoding studies of language understanding | Jun 2, 2018 | Brain DecodingSentence | CodeCode Available | 0 |
| Assessing Meaning Components in German Complex Verbs: A Collection of Source-Target Domains and Directionality | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks | Jun 1, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues | Jun 1, 2018 | Dialogue State TrackingImage Captioning | CodeCode Available | 0 |
| RiskFinder: A Sentence-level Risk Detector for Financial Reports | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Learning Sentence Representations over Tree Structures for Target-Dependent Classification | Jun 1, 2018 | ClassificationDecoder | —Unverified | 0 |
| Interpretable Video Captioning via Trajectory Structured Localization | Jun 1, 2018 | DecoderImage Captioning | —Unverified | 0 |
| Syntactically Aware Neural Architectures for Definition Extraction | Jun 1, 2018 | BenchmarkingBinary Classification | —Unverified | 0 |
| Deep Learning Approaches to Text Production | Jun 1, 2018 | Data-to-Text GenerationDecoder | —Unverified | 0 |
| Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations | Jun 1, 2018 | Abstract Meaning RepresentationLearning Semantic Representations | —Unverified | 0 |
| Measuring Frame Instance Relatedness | Jun 1, 2018 | ClusteringReading Comprehension | —Unverified | 0 |
| QuickEdit: Editing Text \& Translations by Crossing Words Out | Jun 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| End-to-End Convolutional Semantic Embeddings | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Inducing Temporal Relations from Time Anchor Annotation | Jun 1, 2018 | ArticlesInformativeness | CodeCode Available | 0 |
| Quality Signals in Generated Stories | Jun 1, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Slot-Gated Modeling for Joint Slot Filling and Intent Prediction | Jun 1, 2018 | global-optimizationIntent Detection | CodeCode Available | 0 |
| DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings | Jun 1, 2018 | Emotion ClassificationSentence | —Unverified | 0 |
| Chengyu Cloze Test | Jun 1, 2018 | Cloze TestSentence | CodeCode Available | 0 |
| Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming | Jun 1, 2018 | InformativenessQuestion Answering | —Unverified | 0 |
