| Linguistically Regularized LSTM for Sentiment Classification | Jul 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains | Jul 1, 2017 | SentenceSentence Compression | —Unverified | 0 |
| Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis | Jul 1, 2017 | Sentence | —Unverified | 0 |
| Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique | Jul 1, 2017 | Sentence | —Unverified | 0 |
| Error-repair Dependency Parsing for Ungrammatical Texts | Jul 1, 2017 | Dependency ParsingSentence | CodeCode Available | 0 |
| A Two-Stage Parsing Method for Text-Level Discourse Analysis | Jul 1, 2017 | Dependency ParsingDocument Summarization | CodeCode Available | 0 |
| Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning | Jul 1, 2017 | DecoderQuestion Answering | —Unverified | 0 |
| Chunk-based Decoder for Neural Machine Translation | Jul 1, 2017 | DecoderMachine Translation | —Unverified | 0 |
| Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths | Jul 1, 2017 | General ClassificationQuestion Answering | —Unverified | 0 |
| Coarse-to-Fine Question Answering for Long Documents | Jul 1, 2017 | Question AnsweringReading Comprehension | —Unverified | 0 |
| Creating Training Corpora for NLG Micro-Planners | Jul 1, 2017 | Data-to-Text GenerationReferring Expression | —Unverified | 0 |
| Sentence Alignment Methods for Improving Text Simplification Systems | Jul 1, 2017 | Lexical SimplificationMachine Translation | —Unverified | 0 |
| Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks | Jul 1, 2017 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Semantic Dependency Parsing via Book Embedding | Jul 1, 2017 | Combinatorial OptimizationDependency Parsing | —Unverified | 0 |
| A Corpus of Annotated Revisions for Studying Argumentative Writing | Jul 1, 2017 | Argument MiningSentence | —Unverified | 0 |
| Polish evaluation dataset for compositional distributional semantics models | Jul 1, 2017 | Semantic CompositionSentence | —Unverified | 0 |
| Abstractive Document Summarization with a Graph-Based Attentional Neural Model | Jul 1, 2017 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| A Local Detection Approach for Named Entity Recognition and Mention Detection | Jul 1, 2017 | Feature EngineeringImage Classification | —Unverified | 0 |
| Alternative Objective Functions for Training MT Evaluation Metrics | Jul 1, 2017 | Learning-To-RankMachine Translation | —Unverified | 0 |
| Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation | Jun 29, 2017 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| Memory-augmented Chinese-Uyghur Neural Machine Translation | Jun 27, 2017 | Machine TranslationNMT | —Unverified | 0 |
| A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking | Jun 25, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation | Jun 21, 2017 | DecoderSentence | —Unverified | 0 |
| Graph-based Neural Multi-Document Summarization | Jun 20, 2017 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation | Jun 19, 2017 | Machine TranslationNMT | —Unverified | 0 |
