| Findings of the WMT 2018 Shared Task on Quality Estimation | Oct 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Findings of the Third Shared Task on Multimodal Machine Translation | Oct 1, 2018 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 0 |
| NLP-Cube: End-to-End Raw Text Processing With Neural Networks | Oct 1, 2018 | LemmatizationSentence | CodeCode Available | 0 |
| Bidirectional Generative Adversarial Networks for Neural Machine Translation | Oct 1, 2018 | Generative Adversarial NetworkLanguage Modeling | —Unverified | 0 |
| Linguistically-Based Deep Unstructured Question Answering | Oct 1, 2018 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Learning to Actively Learn Neural Machine Translation | Oct 1, 2018 | Active LearningImitation Learning | —Unverified | 0 |
| UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task | Oct 1, 2018 | Dependency ParsingLemmatization | —Unverified | 0 |
| Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? | Oct 1, 2018 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing | Oct 1, 2018 | ARCDependency Parsing | —Unverified | 0 |
| Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis | Oct 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Feature Engineering | CodeCode Available | 0 |
| QuaSE: Sequence Editing under Quantifiable Guidance | Oct 1, 2018 | DisentanglementSentence | CodeCode Available | 0 |
| Phrase-level Self-Attention Networks for Universal Sentence Encoding | Oct 1, 2018 | Multi-class ClassificationNatural Language Inference | —Unverified | 0 |
| Phrase-Based \& Neural Unsupervised Machine Translation | Oct 1, 2018 | DenoisingMachine Translation | —Unverified | 0 |
| Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks | Oct 1, 2018 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Neural Multitask Learning for Simile Recognition | Oct 1, 2018 | General ClassificationLanguage Modeling | —Unverified | 0 |
| N-ary Relation Extraction using Graph-State LSTM | Oct 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Sentence Compression for Arbitrary Languages via Multilingual Pivoting | Oct 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination | Oct 1, 2018 | domain classificationMachine Translation | CodeCode Available | 0 |
| A Neural Local Coherence Model for Text Quality Assessment | Oct 1, 2018 | SentenceWord Embeddings | —Unverified | 0 |
| Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention | Oct 1, 2018 | SentenceWord Sense Disambiguation | —Unverified | 0 |
| Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution | Oct 1, 2018 | Coreference ResolutionSentence | CodeCode Available | 0 |
| Syntax Encoding with Application in Authorship Attribution | Oct 1, 2018 | Authorship AttributionBenchmarking | —Unverified | 0 |
| The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification | Oct 1, 2018 | ClusteringParaphrase Identification | —Unverified | 0 |
| Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching | Oct 1, 2018 | Event DetectionSentence | —Unverified | 0 |
| Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding | Oct 1, 2018 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Deep Attentive Sentence Ordering Network | Oct 1, 2018 | Concept-To-Text GenerationDocument Summarization | —Unverified | 0 |
| Decipherment of Substitution Ciphers with Neural Language Models | Oct 1, 2018 | DeciphermentLanguage Modeling | —Unverified | 0 |
| Is this Sentence Difficult? Do you Agree? | Oct 1, 2018 | Language AcquisitionSentence | —Unverified | 0 |
| A Unified Syntax-aware Framework for Semantic Role Labeling | Oct 1, 2018 | Machine TranslationQuestion Answering | CodeCode Available | 0 |
| InferLite: Simple Universal Sentence Representations from Natural Language Inference Data | Oct 1, 2018 | GPUNatural Language Inference | —Unverified | 0 |
| Temporally Grounding Natural Sentence in Video | Oct 1, 2018 | SentenceVideo Captioning | —Unverified | 0 |
| Cross-Pair Text Representations for Answer Sentence Selection | Oct 1, 2018 | Natural Language InferenceOpen-Domain Question Answering | CodeCode Available | 0 |
| Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification | Oct 1, 2018 | General ClassificationOpinion Mining | —Unverified | 0 |
| Structured Alignment Networks for Matching Sentences | Oct 1, 2018 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Improving Neural Abstractive Document Summarization with Structural Regularization | Oct 1, 2018 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling | Oct 1, 2018 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network | Oct 1, 2018 | ClassificationEmotion Classification | —Unverified | 0 |
| Sentiment Classification towards Question-Answering with Hierarchical Matching Network | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data | Oct 1, 2018 | Dependency ParsingFeature Engineering | —Unverified | 0 |
| Convolutional Interaction Network for Natural Language Inference | Oct 1, 2018 | Information RetrievalNatural Language Inference | —Unverified | 0 |
| Grounding language acquisition by training semantic parsers using captioned videos | Oct 1, 2018 | Language AcquisitionSemantic Parsing | —Unverified | 0 |
| Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection | Oct 1, 2018 | Feature EngineeringQuestion Answering | —Unverified | 0 |
| Fixing Translation Divergences in Parallel Corpora for Neural MT | Oct 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms | Oct 1, 2018 | Event DetectionSentence | CodeCode Available | 0 |
| S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information | Oct 1, 2018 | Machine TranslationResponse Generation | —Unverified | 0 |
| A Dataset for Telling the Stories of Social Media Videos | Oct 1, 2018 | SentenceVideo Captioning | —Unverified | 0 |
| Neural Entity Reasoner for Global Consistency in NER | Sep 30, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Parameter-free Sentence Embedding via Orthogonal Basis | Sep 30, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Text Morphing | Sep 30, 2018 | SentenceText Generation | —Unverified | 0 |
| Learning Robust, Transferable Sentence Representations for Text Classification | Sep 28, 2018 | ClassificationGeneral Classification | —Unverified | 0 |