| Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study | Jul 3, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| Transparent, Efficient, and Robust Word Embedding Access with WOMBAT | Jul 2, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline | Jul 1, 2018 | Representation LearningSentence | —Unverified | 0 |
| The Influence of Context on Sentence Acceptability Judgements | Jul 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties | Jul 1, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation | Jul 1, 2018 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | —Unverified | 0 |
| Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base | Jul 1, 2018 | Automatic Speech Recognition (ASR)Information Retrieval | —Unverified | 0 |
| Target-Sensitive Memory Networks for Aspect Sentiment Classification | Jul 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| Word Embedding and WordNet Based Metaphor Identification and Interpretation | Jul 1, 2018 | Decision MakingMachine Translation | —Unverified | 0 |
| To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness | Jul 1, 2018 | Machine TranslationParaphrase Identification | CodeCode Available | 0 |
| Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement | Jul 1, 2018 | Information RetrievalSentence | —Unverified | 0 |
| Generating Informative Responses with Controlled Sentence Function | Jul 1, 2018 | PositionSentence | CodeCode Available | 0 |
| Exploring Semantic Properties of Sentence Embeddings | Jul 1, 2018 | Machine TranslationReading Comprehension | —Unverified | 0 |
| Recognizing Complex Entity Mentions: A Review and Future Directions | Jul 1, 2018 | Entity LinkingNamed Entity Recognition (NER) | —Unverified | 0 |
| Assessment of an Index for Measuring Pronunciation Difficulty | Jul 1, 2018 | Sentencevalid | —Unverified | 0 |
| SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling | Jul 1, 2018 | Knowledge Base PopulationReading Comprehension | —Unverified | 0 |
| Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction | Jul 1, 2018 | Domain AdaptationExtract Aspect | —Unverified | 0 |
| Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners | Jul 1, 2018 | ClusteringSentence | —Unverified | 0 |
| Sentence Classification for Investment Rules Detection | Jul 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism | Jul 1, 2018 | DecoderFeature Engineering | CodeCode Available | 0 |
| A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text | Jul 1, 2018 | Information RetrievalReading Comprehension | —Unverified | 0 |
| GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data | Jul 1, 2018 | Data-to-Text GenerationDecoder | —Unverified | 0 |
| Addressing Noise in Multidialectal Word Embeddings | Jul 1, 2018 | SentenceTransliteration | —Unverified | 0 |
| Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques | Jul 1, 2018 | Question AnsweringSentence | —Unverified | 0 |
| DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data | Jul 1, 2018 | Event ExtractionSentence | CodeCode Available | 0 |
| Syntax for Semantic Role Labeling, To Be, Or Not To Be | Jul 1, 2018 | Dependency ParsingFeature Engineering | CodeCode Available | 0 |
| Learning-based Composite Metrics for Improved Caption Evaluation | Jul 1, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Automatic Extraction of Causal Relations from Text using Linguistically Informed Deep Neural Networks | Jul 1, 2018 | ClusteringFeature Engineering | —Unverified | 0 |
| AX Semantics' Submission to the Surface Realization Shared Task 2018 | Jul 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Connecting Supervised and Unsupervised Sentence Embeddings | Jul 1, 2018 | DenoisingNatural Language Inference | —Unverified | 0 |
| Exploring Chunk Based Templates for Generating a subset of English Text | Jul 1, 2018 | SentenceText Generation | —Unverified | 0 |
| Predicting the presence of a Matrix Language in code-switching | Jul 1, 2018 | Sentence | —Unverified | 0 |
| Are BLEU and Meaning Representation in Opposition? | Jul 1, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Economic Event Detection in Company-Specific News Text | Jul 1, 2018 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| NILC-SWORNEMO at the Surface Realization Shared Task: Exploring Syntax-Based Word Ordering using Neural Models | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multiway Attention Networks for Modeling Sentence Pairs | Jul 1, 2018 | Natural Language InferenceParaphrase Identification | CodeCode Available | 0 |
| Learning Simplifications for Specific Target Audiences | Jul 1, 2018 | Lexical SimplificationMachine Translation | —Unverified | 0 |
| Split and Rephrase: Better Evaluation and Stronger Baselines | Jul 1, 2018 | Machine TranslationMemorization | CodeCode Available | 0 |
| Learning Thematic Similarity Metric from Article Sections Using Triplet Networks | Jul 1, 2018 | ArticlesClustering | —Unverified | 0 |
| Discovering Implicit Knowledge with Unary Relations | Jul 1, 2018 | Deep LearningKnowledge Base Population | CodeCode Available | 0 |
| Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP | Jul 1, 2018 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention | Jul 1, 2018 | Sentenceslot-filling | CodeCode Available | 0 |
| Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring | Jul 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Supervised Treebank Conversion: Data and Approaches | Jul 1, 2018 | Dependency ParsingMulti-Task Learning | —Unverified | 0 |
| Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings | Jul 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| Fluency Boost Learning and Inference for Neural Grammatical Error Correction | Jul 1, 2018 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| A Multi-task Approach to Learning Multilingual Representations | Jul 1, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation | Jul 1, 2018 | DecoderDiversity | —Unverified | 0 |
| Detecting Grammatical Errors in the NTOU CGED System by Identifying Frequent Subsentences | Jul 1, 2018 | Sentence | —Unverified | 0 |