| How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks | Aug 14, 2018 | Reading ComprehensionSentence | —Unverified | 0 |
| Text-to-Image-to-Text Translation using Cycle Consistent Adversarial Networks | Aug 14, 2018 | Image to textSentence | CodeCode Available | 0 |
| Top-Down Tree Structured Text Generation | Aug 14, 2018 | SentenceText Generation | —Unverified | 0 |
| REGMAPR - Text Matching Made Easy | Aug 13, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Language Style Transfer from Sentences with Arbitrary Unknown Styles | Aug 13, 2018 | SentenceSentence ReWriting | —Unverified | 0 |
| A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware? | Aug 11, 2018 | DecoderSemantic Role Labeling | CodeCode Available | 0 |
| Fake Sentence Detection as a Training Task for Sentence Encoding | Aug 11, 2018 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| Hierarchical Attention: What Really Counts in Various NLP Tasks | Aug 10, 2018 | Machine Reading ComprehensionMachine Translation | CodeCode Available | 0 |
| A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials | Aug 10, 2018 | BIG-bench Machine LearningClinical Knowledge | —Unverified | 0 |
| Learning to Represent Bilingual Dictionaries | Aug 10, 2018 | Multi-Task LearningParaphrase Identification | CodeCode Available | 0 |
| Unsupervised Learning of Sentence Representations Using Sequence Consistency | Aug 10, 2018 | FormSentence | —Unverified | 0 |
| Code-Mixed Sentiment Analysis Using Machine Learning and Neural Network Approaches | Aug 9, 2018 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Arithmetic Word Problem Solver using Frame Identification | Aug 9, 2018 | Sentence | —Unverified | 0 |
| Natural Language Generation by Hierarchical Decoding with Linguistic Patterns | Aug 8, 2018 | DecoderSentence | CodeCode Available | 0 |
| How did the discussion go: Discourse act classification in social media conversations | Aug 7, 2018 | General ClassificationSentence | —Unverified | 0 |
| Dialog-context aware end-to-end speech recognition | Aug 7, 2018 | Sentencespeech-recognition | —Unverified | 0 |
| A Joint Sequence Fusion Model for Video Question Answering and Retrieval | Aug 7, 2018 | DecoderMultiple-choice | CodeCode Available | 0 |
| Abstractive Summarization Improved by WordNet-based Extractive Sentences | Aug 4, 2018 | Abstractive Text SummarizationSentence | —Unverified | 0 |
| A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis | Aug 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Feature Engineering | CodeCode Available | 0 |
| A Reassessment of Reference-Based Grammatical Error Correction Metrics | Aug 1, 2018 | Grammatical Error CorrectionMachine Translation | CodeCode Available | 0 |
| LCQMC:A Large-scale Chinese Question Matching Corpus | Aug 1, 2018 | Information RetrievalMachine Translation | —Unverified | 0 |
| Adversarial Feature Adaptation for Cross-lingual Relation Classification | Aug 1, 2018 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| A Chinese Writing Correction System for Learning Chinese as a Foreign Language | Aug 1, 2018 | Grammatical Error CorrectionMachine Translation | —Unverified | 0 |
| Sentence Weighting for Neural Machine Translation Domain Adaptation | Aug 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Neural Machine Translation Incorporating Named Entity | Aug 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Adversarial Multi-lingual Neural Relation Extraction | Aug 1, 2018 | DiversityQuestion Answering | CodeCode Available | 0 |
| Low-Latency Neural Speech Translation | Aug 1, 2018 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| Neural Relation Classification with Text Descriptions | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion | Aug 1, 2018 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? | Aug 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Attending Sentences to detect Satirical Fake News | Aug 1, 2018 | MisinformationSatire Detection | —Unverified | 0 |
| Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Compositional Bayesian Semantics for Natural Language | Aug 1, 2018 | Sentence | —Unverified | 0 |
| Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization | Aug 1, 2018 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings | Aug 1, 2018 | General ClassificationMulti-Task Learning | CodeCode Available | 0 |
| AMR Beyond the Sentence: the Multi-sentence AMR corpus | Aug 1, 2018 | Question AnsweringSentence | —Unverified | 0 |
| Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions | Aug 1, 2018 | Language AcquisitionPart-Of-Speech Tagging | CodeCode Available | 0 |
| Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language | Aug 1, 2018 | Cultural Vocal Bursts Intensity Predictiondomain classification | —Unverified | 0 |
| An Operation Network for Abstractive Sentence Compression | Aug 1, 2018 | SentenceSentence Compression | —Unverified | 0 |
| A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese | Aug 1, 2018 | SentenceTriplet | —Unverified | 0 |
| Knowledge Representation and Extraction at Scale | Aug 1, 2018 | ArticlesGeneral Knowledge | —Unverified | 0 |
| Enabling Code-Mixed Translation: Parallel Corpus Creation and MT Augmentation Approach | Aug 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Active DOP: A constituency treebank annotation tool with online learning | Aug 1, 2018 | Active LearningFeature Engineering | CodeCode Available | 0 |
| Model-Free Context-Aware Word Composition | Aug 1, 2018 | Dimensionality ReductionLearning Word Embeddings | —Unverified | 0 |
| deepQuest: A Framework for Neural-based Quality Estimation | Aug 1, 2018 | Feature EngineeringMachine Translation | CodeCode Available | 0 |
| Annotation of Tense and Aspect Semantics for Sentential AMR | Aug 1, 2018 | Abstract Meaning RepresentationEntity Typing | —Unverified | 0 |
| Open Information Extraction from Conjunctive Sentences | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Assessing Quality Estimation Models for Sentence-Level Prediction | Aug 1, 2018 | Gaussian ProcessesMachine Translation | —Unverified | 0 |
| One vs. Many QA Matching with both Word-level and Sentence-level Attention Network | Aug 1, 2018 | Question AnsweringReading Comprehension | —Unverified | 0 |
| Effective Attention Modeling for Aspect-Level Sentiment Classification | Aug 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |