| Inherent Biases in Reference based Evaluation for Grammatical Error Correction and Text Simplification | Apr 30, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| A Tree Search Algorithm for Sequence Labeling | Apr 29, 2018 | ChunkingDecision Making | CodeCode Available | 0 |
| Specifying and Verbalising Answer Set Programs in Controlled Natural Language | Apr 28, 2018 | Sentence | —Unverified | 0 |
| Ensemble Neural Relation Extraction with Adaptive Boosting | Apr 28, 2018 | RelationRelation Extraction | —Unverified | 0 |
| An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages | Apr 27, 2018 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Integrating Local Context and Global Cohesiveness for Open Information Extraction | Apr 26, 2018 | Open Information ExtractionRelation | CodeCode Available | 0 |
| TNT-NLG, System 1: Using a statistical NLG to massively augment crowd-sourced data for neural generation | Apr 26, 2018 | Data-to-Text GenerationMachine Translation | —Unverified | 0 |
| Unsupervised Neural Machine Translation with Weight Sharing | Apr 24, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| Data-driven Summarization of Scientific Articles | Apr 24, 2018 | ArticlesSentence | CodeCode Available | 0 |
| End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions | Apr 24, 2018 | Natural Language InferencePosition | CodeCode Available | 0 |
| Style Transfer Through Back-Translation | Apr 24, 2018 | SentenceStyle Transfer | CodeCode Available | 0 |
| PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags | Apr 23, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| A neural interlingua for multilingual machine translation | Apr 23, 2018 | DecoderMachine Translation | —Unverified | 0 |
| NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension | Apr 23, 2018 | PositionSentence | CodeCode Available | 0 |
| Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation | Apr 23, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation? | Apr 23, 2018 | Embeddings EvaluationSentence | —Unverified | 0 |
| Jointly Localizing and Describing Events for Dense Video Captioning | Apr 23, 2018 | AttributeDense Video Captioning | —Unverified | 0 |
| Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model | Apr 23, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks | Apr 23, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks | Apr 22, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| A Study on Passage Re-ranking in Embedding based Unsupervised Semantic Search | Apr 22, 2018 | Passage Re-RankingRe-Ranking | —Unverified | 0 |
| Learning Sentence Embeddings for Coherence Modelling and Beyond | Apr 22, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment | Apr 22, 2018 | Natural Language InferenceRTE | —Unverified | 0 |
| Word Embedding Perturbation for Sentence Classification | Apr 22, 2018 | ClassificationData Augmentation | CodeCode Available | 0 |
| Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation | Apr 22, 2018 | DecoderDialogue Generation | CodeCode Available | 0 |
| Unsupervised Natural Language Generation with Denoising Autoencoders | Apr 21, 2018 | DenoisingQuestion Answering | CodeCode Available | 0 |
| Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks | Apr 21, 2018 | Multi-Task LearningNatural Language Inference | —Unverified | 0 |
| Dynamic Meta-Embeddings for Improved Sentence Representations | Apr 21, 2018 | SentenceWord Embeddings | CodeCode Available | 0 |
| Eval all, trust a few, do wrong to none: Comparing sentence generation models | Apr 21, 2018 | AllSentence | —Unverified | 0 |
| Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy | Apr 21, 2018 | BinarizationMachine Translation | —Unverified | 0 |
| Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds | Apr 21, 2018 | Entity TypingGeneral Classification | CodeCode Available | 0 |
| Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks | Apr 20, 2018 | ClassificationDialog Act Classification | CodeCode Available | 0 |
| Pathologies of Neural Models Make Interpretations Difficult | Apr 20, 2018 | Sentence | —Unverified | 0 |
| Approaches for Enriching and Improving Textual Knowledge Bases | Apr 20, 2018 | ArticlesSentence | —Unverified | 0 |
| Phrase-Based & Neural Unsupervised Machine Translation | Apr 20, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| Learning Semantic Textual Similarity from Conversations | Apr 20, 2018 | Community Question AnsweringNatural Language Inference | CodeCode Available | 0 |
| Sentence Simplification with Memory-Augmented Neural Networks | Apr 20, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity | Apr 20, 2018 | Natural Language UnderstandingSemantic Similarity | —Unverified | 0 |
| Acquisition of Phrase Correspondences using Natural Deduction Proofs | Apr 20, 2018 | Natural Language InferenceRTE | —Unverified | 0 |
| Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning | Apr 19, 2018 | Automated Theorem ProvingFormal Logic | —Unverified | 0 |
| QuaSE: Accurate Text Style Transfer under Quantifiable Guidance | Apr 19, 2018 | DisentanglementSentence | CodeCode Available | 0 |
| Learning to Extract Coherent Summary via Deep Reinforcement Learning | Apr 19, 2018 | Deep Reinforcement LearningExtractive Summarization | —Unverified | 0 |
| To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression | Apr 19, 2018 | regressionSentence | —Unverified | 0 |
| Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer | Apr 17, 2018 | AttributeImage Captioning | CodeCode Available | 0 |
| Adversarial Example Generation with Syntactically Controlled Paraphrase Networks | Apr 17, 2018 | DecoderSentence | CodeCode Available | 0 |
| Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses | Apr 17, 2018 | Dependency ParsingSentence | CodeCode Available | 0 |
| Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph | Apr 16, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Multilevel Language and Vision Integration for Text-to-Clip Retrieval | Apr 13, 2018 | RetrievalSentence | CodeCode Available | 0 |
| Cross-Modal Retrieval with Implicit Concept Association | Apr 12, 2018 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 |
| Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora | Apr 12, 2018 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |