| Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings | Apr 20, 2019 | Cross-Lingual Word EmbeddingsSentence | —Unverified | 0 |
| Suggestion Mining from Online Reviews using ULMFiT | Apr 19, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Query-focused Sentence Compression in Linear Time | Apr 19, 2019 | GPUSentence | —Unverified | 0 |
| Continual Learning for Sentence Representations Using Conceptors | Apr 18, 2019 | Continual LearningSemantic Textual Similarity | CodeCode Available | 0 |
| Evaluating the Underlying Gender Bias in Contextualized Word Embeddings | Apr 18, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| Learning to Collocate Neural Modules for Image Captioning | Apr 18, 2019 | DecoderImage Captioning | —Unverified | 0 |
| Patent Analytics Based on Feature Vector Space Model: A Case of IoT | Apr 17, 2019 | ClusteringInformation Retrieval | —Unverified | 0 |
| An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression | Apr 16, 2019 | General ClassificationSentence | —Unverified | 0 |
| Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents | Apr 16, 2019 | Sentence | CodeCode Available | 0 |
| Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation | Apr 15, 2019 | DecoderReading Comprehension | —Unverified | 0 |
| Multi-Head Multi-Layer Attention to Deep Language Representations for Grammatical Error Detection | Apr 15, 2019 | Grammatical Error DetectionSentence | —Unverified | 0 |
| Pun Generation with Surprise | Apr 15, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition | Apr 15, 2019 | Feature Engineeringnamed-entity-recognition | CodeCode Available | 0 |
| A Crowdsourced Frame Disambiguation Corpus with Ambiguity | Apr 12, 2019 | LEMMASentence | CodeCode Available | 0 |
| Strong Baselines for Complex Word Identification across Multiple Languages | Apr 11, 2019 | Complex Word IdentificationMulti-Task Learning | CodeCode Available | 0 |
| Scalable Cross-Lingual Transfer of Neural Sentence Embeddings | Apr 11, 2019 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study | Apr 11, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Generating Animations from Screenplays | Apr 10, 2019 | SentenceText Simplification | —Unverified | 0 |
| NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier | Apr 10, 2019 | PositionSentence | —Unverified | 0 |
| Exploiting Syntactic Features in a Parsed Tree to Improve End-to-End TTS | Apr 9, 2019 | Sentence | —Unverified | 0 |
| A New GAN-based End-to-End TTS Training Algorithm | Apr 9, 2019 | Generative Adversarial NetworkSentence | —Unverified | 0 |
| Data Selection with Cluster-Based Language Difference Models and Cynical Selection | Apr 9, 2019 | Machine TranslationPOS | —Unverified | 0 |
| Semi-Supervised Few-Shot Learning for Dual Question-Answer Extraction | Apr 8, 2019 | ClusteringFew-Shot Learning | —Unverified | 0 |
| CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense | Apr 8, 2019 | Common Sense ReasoningQuestion Answering | CodeCode Available | 0 |
| Crosslingual Document Embedding as Reduced-Rank Ridge Regression | Apr 8, 2019 | Document Embeddingregression | CodeCode Available | 0 |
| Text-based depression detection on sparse data | Apr 8, 2019 | Depression DetectionSentence | CodeCode Available | 0 |
| Unsupervised Recurrent Neural Network Grammars | Apr 7, 2019 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 0 |
| SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression | Apr 7, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| LICD: A Language-Independent Approach for Aspect Category Detection | Apr 7, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Evaluating Coherence in Dialogue Systems using Entailment | Apr 6, 2019 | Dialogue EvaluationDiversity | CodeCode Available | 0 |
| The Mathematics of Text Structure | Apr 6, 2019 | Sentence | CodeCode Available | 0 |
| ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples | Apr 6, 2019 | SentenceSuggestion mining | —Unverified | 0 |
| Weakly Supervised Video Moment Retrieval From Text Queries | Apr 5, 2019 | Moment RetrievalNatural Language Queries | CodeCode Available | 0 |
| Effective Context and Fragment Feature Usage for Named Entity Recognition | Apr 5, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Distinguishing Clinical Sentiment: The Importance of Domain Adaptation in Psychiatric Patient Health Records | Apr 5, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Outlier Detection for Improved Data Quality and Diversity in Dialog Systems | Apr 5, 2019 | Diversityintent-classification | —Unverified | 0 |
| PoMo: Generating Entity-Specific Post-Modifiers in Context | Apr 5, 2019 | ArticlesSentence | —Unverified | 0 |
| Alternative Weighting Schemes for ELMo Embeddings | Apr 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Apr 4, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification | Apr 4, 2019 | Reinforcement LearningReranking | CodeCode Available | 0 |
| Composition of Sentence Embeddings:Lessons from Statistical Relational Learning | Apr 4, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation | Apr 4, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Unifying Human and Statistical Evaluation for Natural Language Generation | Apr 4, 2019 | DiversitySentence | CodeCode Available | 0 |
| The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings | Apr 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Deep Structured Semantic Models for Commonsense Reasoning | Apr 3, 2019 | Common Sense ReasoningCoreference Resolution | —Unverified | 0 |
| Learning Outside the Box: Discourse-level Features Improve Metaphor Identification | Apr 3, 2019 | Document EmbeddingSentence | CodeCode Available | 0 |
| CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition | Apr 3, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Training Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text | Apr 2, 2019 | Data AugmentationLEMMA | CodeCode Available | 0 |
| A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations | Apr 2, 2019 | DisentanglementSemantic Similarity | CodeCode Available | 0 |
| PAWS: Paraphrase Adversaries from Word Scrambling | Apr 1, 2019 | Paraphrase IdentificationSentence | CodeCode Available | 0 |