| Are BLEU and Meaning Representation in Opposition? | May 16, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| CASCADE: Contextual Sarcasm Detection in Online Discussion Forums | May 16, 2018 | General ClassificationSarcasm Detection | CodeCode Available | 0 |
| A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss | May 16, 2018 | Abstractive Text SummarizationSentence | CodeCode Available | 0 |
| Stories for Images-in-Sequence by using Visual and Narrative Components | May 15, 2018 | Sentence | CodeCode Available | 0 |
| Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia | May 15, 2018 | ArticlesQuestion Generation | CodeCode Available | 0 |
| AMR Parsing as Graph Prediction with Latent Alignment | May 14, 2018 | AMR ParsingPrediction | CodeCode Available | 0 |
| Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization | May 14, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 |
| Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach | May 14, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders | May 13, 2018 | DecoderQuestion Generation | CodeCode Available | 0 |
| Bag-of-Words as Target for Neural Machine Translation | May 13, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context | May 12, 2018 | Sentence | CodeCode Available | 0 |
| Domain Adapted Word Embeddings for Improved Sentiment Classification | May 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Domain-Sensitive and Sentiment-Aware Word Embeddings | May 10, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Discourse-Aware Neural Rewards for Coherent Text Generation | May 10, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Improv Chat: Second Response Generation for Chatbot | May 10, 2018 | ChatbotResponse Generation | —Unverified | 0 |
| Obligation and Prohibition Extraction Using Hierarchical RNNs | May 10, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks | May 9, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Interpretable Adversarial Perturbation in Input Embedding Space for Text | May 8, 2018 | Sentence | CodeCode Available | 0 |
| Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction | May 8, 2018 | DescriptiveMultiple Instance Learning | —Unverified | 0 |
| Sentence-State LSTM for Text Representation | May 7, 2018 | General ClassificationNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens | May 6, 2018 | Sentence | —Unverified | 0 |
| Various Approaches to Aspect-based Sentiment Analysis | May 5, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Transformation Networks for Target-Oriented Sentiment Classification | May 3, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| What you can cram into a single vector: Probing sentence embeddings for linguistic properties | May 3, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing | May 3, 2018 | SentenceText Categorization | —Unverified | 0 |
| Split and Rephrase: Better Evaluation and a Stronger Baseline | May 2, 2018 | MemorizationSentence | CodeCode Available | 0 |
| Robustness of sentence length measures in written texts | May 2, 2018 | LemmatizationSentence | —Unverified | 0 |
| KNPTC: Knowledge and Neural Machine Translation Powered Chinese Pinyin Typo Correction | May 2, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Aspect Term Extraction with History Attention and Selective Transformation | May 2, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Text to Image Synthesis Using Generative Adversarial Networks | May 2, 2018 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| L'optimisation du plongement de mots pour le fran : une application de la classification des phrases (Optimization of Word Embeddings for French : an Application of Sentence Classification) | May 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task | May 1, 2018 | Abstractive Text SummarizationQuestion Answering | —Unverified | 0 |
| Multi-representation Ensembles and Delayed SGD Updates Improve Syntax-based NMT | May 1, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Detecting context-dependent sentences in parallel corpora | May 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Parallel Corpora in Mboshi (Bantu C25, Congo-Brazzaville) | May 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain | May 1, 2018 | Lexical SimplificationSentence | —Unverified | 0 |
| OpenSubtitles2018: Statistical Rescoring of Sentence Alignments in Large, Noisy Parallel Corpora | May 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Incorporating Global Contexts into Sentence Embedding for Relational Extraction at the Paragraph Level with Distant Supervision | May 1, 2018 | Relation ExtractionSentence | —Unverified | 0 |
| A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora | May 1, 2018 | Machine TranslationSemantic Textual Similarity | —Unverified | 0 |
| A Dataset for Inter-Sentence Relation Extraction using Distant Supervision | May 1, 2018 | Information RetrievalRelation | —Unverified | 0 |
| Capturing Ambiguity in Crowdsourcing Frame Disambiguation | May 1, 2018 | Sentence | CodeCode Available | 0 |
| D\'etection automatique de phrases en domaine de sp\'ecialit\'e en fran (Sentence boundary detection for specialized domains in French ) | May 1, 2018 | Boundary DetectionSentence | —Unverified | 0 |
| Sentence Level Temporality Detection using an Implicit Time-sensed Resource | May 1, 2018 | Information RetrievalSentence | —Unverified | 0 |
| Introducing a Lexicon of Verbal Polarity Shifters for English | May 1, 2018 | Natural Language InferenceNegation | CodeCode Available | 0 |
| Disambiguation of Verbal Shifters | May 1, 2018 | Natural Language InferenceNegation | CodeCode Available | 0 |
| Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus | May 1, 2018 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation | May 1, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Crowdsourced Corpus of Sentence Simplification with Core Vocabulary | May 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Moving TIGER beyond Sentence-Level | May 1, 2018 | Boundary DetectionDependency Parsing | —Unverified | 0 |
| Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis | Apr 30, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |