| A Framework for Decoding Event-Related Potentials from Text | Feb 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining | Feb 27, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Interpretable Structure-aware Document Encoders with Hierarchical Attention | Feb 26, 2019 | Document ClassificationSentence | —Unverified | 0 |
| Semantic Hilbert Space for Text Representation Learning | Feb 26, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| Lost in Machine Translation: A Method to Reduce Meaning Loss | Feb 25, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Relation Extraction using Explicit Context Conditioning | Feb 25, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Transfer Learning for Sequences via Learning to Collocate | Feb 25, 2019 | NERPOS | —Unverified | 0 |
| Learning to Perform Role-Filler Binding with Schematic Knowledge | Feb 24, 2019 | Question AnsweringSentence | CodeCode Available | 0 |
| Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications | Feb 23, 2019 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Evidence Sentence Extraction for Machine Reading Comprehension | Feb 23, 2019 | Machine Reading ComprehensionMultiple-choice | CodeCode Available | 0 |
| OpenKiwi: An Open Source Framework for Quality Estimation | Feb 22, 2019 | NMTSentence | CodeCode Available | 0 |
| Non-Autoregressive Machine Translation with Auxiliary Regularization | Feb 22, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax | Feb 22, 2019 | NMTRetrieval | —Unverified | 0 |
| ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN | Feb 21, 2019 | Emotion ClassificationGeneral Classification | CodeCode Available | 0 |
| Audio-Linguistic Embeddings for Spoken Sentences | Feb 20, 2019 | DecoderEmotion Recognition | CodeCode Available | 0 |
| Learning Dual Retrieval Module for Semi-supervised Relation Extraction | Feb 20, 2019 | MULTI-VIEW LEARNINGRelation | CodeCode Available | 0 |
| A Walk-based Model on Entity Graphs for Relation Extraction | Feb 19, 2019 | PositionRelation | CodeCode Available | 0 |
| Learned In Speech Recognition: Contextual Acoustic Word Embeddings | Feb 18, 2019 | Sentencespeech-recognition | —Unverified | 0 |
| Categorical Metadata Representation for Customized Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Sentence Compression via DC Programming Approach | Feb 13, 2019 | SentenceSentence Compression | —Unverified | 0 |
| Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization | Feb 13, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| PAC-Bayes Analysis of Sentence Representation | Feb 12, 2019 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| LS-Tree: Model Interpretation When the Data Are Linguistic | Feb 11, 2019 | General ClassificationSentence | —Unverified | 0 |
| Aspect Specific Opinion Expression Extraction using Attention based LSTM-CRF Network | Feb 7, 2019 | SentenceSentiment Analysis | —Unverified | 0 |
| A Single Attention-Based Combination of CNN and RNN for Relation Classification | Feb 6, 2019 | General ClassificationRelation | —Unverified | 0 |
| An Ensemble Dialogue System for Facts-Based Sentence Generation | Feb 5, 2019 | RerankingRetrieval | —Unverified | 0 |
| Realistic Image Generation using Region-phrase Attention | Feb 4, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Unsupervised Clinical Language Translation | Feb 4, 2019 | Clinical Language TranslationMachine Translation | CodeCode Available | 0 |
| Query-oriented text summarization based on hypergraph transversals | Feb 2, 2019 | Document SummarizationSentence | —Unverified | 0 |
| Human acceptability judgements for extractive sentence compression | Feb 1, 2019 | SentenceSentence Compression | —Unverified | 0 |
| DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension | Feb 1, 2019 | Dialogue UnderstandingMultiple-choice | CodeCode Available | 0 |
| Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models | Feb 1, 2019 | DecoderSentence | —Unverified | 0 |
| Towards Controlled Transformation of Sentiment in Sentences | Jan 31, 2019 | Sentence | —Unverified | 0 |
| Learning Efficient Lexically-Constrained Neural Machine Translation with External Memory | Jan 31, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Reference-less Quality Estimation of Text Simplification Systems | Jan 30, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Divide and Generate: Neural Generation of Complex Sentences | Jan 29, 2019 | Sentence | —Unverified | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| Structuring an unordered text document | Jan 29, 2019 | Document SummarizationQuestion Answering | —Unverified | 0 |
| Universal Dependency Parsing from Scratch | Jan 29, 2019 | AllDependency Parsing | CodeCode Available | 0 |
| Data-to-Text Generation with Style Imitation | Jan 28, 2019 | Data-to-Text GenerationSentence | CodeCode Available | 0 |
| Language Model Pre-training for Hierarchical Document Representations | Jan 26, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Comparing of Term Clustering Frameworks for Modular Ontology Learning | Jan 25, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis | Jan 24, 2019 | General ClassificationSentence | —Unverified | 0 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos | Jan 21, 2019 | Decision MakingMulti-Task Learning | CodeCode Available | 0 |
| Visual Entailment: A Novel Task for Fine-Grained Image Understanding | Jan 20, 2019 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Modeling Latent Sentence Structure in Neural Machine Translation | Jan 18, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Improving Sequence-to-Sequence Learning via Optimal Transport | Jan 18, 2019 | Abstractive Text SummarizationImage Captioning | —Unverified | 0 |
| Dependency or Span, End-to-End Uniform Semantic Role Labeling | Jan 16, 2019 | Model OptimizationSemantic Role Labeling | CodeCode Available | 0 |