| 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 |
| Context Sensitive Neural Lemmatization with Lematus | Jun 1, 2018 | DecoderLemmatization | —Unverified | 0 |
| Abstract Meaning Representation for Paraphrase Detection | Jun 1, 2018 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| GKR: the Graphical Knowledge Representation for semantic parsing | Jun 1, 2018 | Natural Language InferenceSemantic Parsing | —Unverified | 0 |
| Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World | Jun 1, 2018 | Natural Language UnderstandingSentence | —Unverified | 0 |
| LaSTUS/TALN at Complex Word Identification (CWI) 2018 Shared Task | Jun 1, 2018 | Complex Word IdentificationLexical Simplification | —Unverified | 0 |
| Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis | Jun 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Higher-Order Syntactic Attention Network for Longer Sentence Compression | Jun 1, 2018 | InformativenessMachine Translation | —Unverified | 0 |
| Element-wise Bilinear Interaction for Sentence Matching | Jun 1, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction | Jun 1, 2018 | DenoisingMachine Translation | —Unverified | 0 |
| Lexical Substitution for Evaluating Compositional Distributional Models | Jun 1, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network | Jun 1, 2018 | ArticlesCommon Sense Reasoning | —Unverified | 0 |
| Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention | Jun 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Madly Ambiguous: A Game for Learning about Structural Ambiguity and Why It's Hard for Computers | Jun 1, 2018 | Prepositional Phrase AttachmentSentence | —Unverified | 0 |
| ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention | Jun 1, 2018 | ARCInformation Retrieval | —Unverified | 0 |
| A Melody-Conditioned Lyrics Language Model | Jun 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Objective Function Learning to Match Human Judgements for Optimization-Based Summarization | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos | Jun 1, 2018 | Multiple Instance LearningSentence | —Unverified | 0 |
| Event versus entity co-reference: Effects of context and form of referring expression | Jun 1, 2018 | FormReferring Expression | —Unverified | 0 |
| Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles | Jun 1, 2018 | Sentence | —Unverified | 0 |
| Show Me a Story: Towards Coherent Neural Story Illustration | Jun 1, 2018 | DecoderSentence | CodeCode Available | 0 |
| Self-Training for Jointly Learning to Ask and Answer Questions | Jun 1, 2018 | Data AugmentationQuestion Answering | —Unverified | 0 |
| Dialog Generation Using Multi-Turn Reasoning Neural Networks | Jun 1, 2018 | Constituency ParsingImage Captioning | —Unverified | 0 |
| Natural Answer Generation with Heterogeneous Memory | Jun 1, 2018 | Answer GenerationDecoder | —Unverified | 0 |
| Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers | Jun 1, 2018 | Sentence | CodeCode Available | 0 |
| Neural Text Generation in Stories Using Entity Representations as Context | Jun 1, 2018 | Dialogue GenerationRepresentation Learning | —Unverified | 0 |