| What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks | Sep 7, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Unsupervised Sentence Compression using Denoising Auto-Encoders | Sep 7, 2018 | DenoisingSentence | CodeCode Available | 0 |
| Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing | Sep 6, 2018 | Constituency ParsingDecoder | —Unverified | 0 |
| 82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models | Sep 6, 2018 | Dependency ParsingPOS | —Unverified | 0 |
| Object Hallucination in Image Captioning | Sep 6, 2018 | HallucinationImage Captioning | CodeCode Available | 0 |
| Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit | Sep 5, 2018 | Morphological TaggingSegmentation | CodeCode Available | 0 |
| Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction | Sep 5, 2018 | GPUImage Captioning | CodeCode Available | 0 |
| Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing | Sep 4, 2018 | Graph GenerationRepresentation Learning | CodeCode Available | 0 |
| Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions | Sep 4, 2018 | Machine TranslationSentence | —Unverified | 0 |
| A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation | Sep 4, 2018 | DecoderSentence | —Unverified | 0 |
| The Effect of Context on Metaphor Paraphrase Aptness Judgments | Sep 4, 2018 | Sentence | CodeCode Available | 0 |
| UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification | Sep 3, 2018 | Claim VerificationEntity Linking | CodeCode Available | 0 |
| End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture | Sep 3, 2018 | Argument MiningSentence | —Unverified | 0 |
| DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention | Sep 3, 2018 | Fact VerificationNatural Language Inference | CodeCode Available | 0 |
| Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction | Sep 3, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Crowdsourcing Semantic Label Propagation in Relation Classification | Sep 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy | Sep 3, 2018 | Deep LearningSentence | CodeCode Available | 0 |
| Exploring Gap Filling as a Cheaper Alternative to Reading Comprehension Questionnaires when Evaluating Machine Translation for Gisting | Sep 2, 2018 | Machine TranslationReading Comprehension | —Unverified | 0 |
| Microsoft's Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data | Sep 1, 2018 | SentenceTranslation | —Unverified | 0 |
| Simple Fusion: Return of the Language Model | Sep 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Contextual Encoding for Translation Quality Estimation | Sep 1, 2018 | SentenceTranslation | CodeCode Available | 0 |
| Find and Focus: Retrieve and Localize Video Events with Natural Language Queries | Sep 1, 2018 | DiversityNatural Language Queries | —Unverified | 0 |
| Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora | Sep 1, 2018 | SentenceTranslation | —Unverified | 0 |
| Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter | Sep 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| NNEval: Neural Network based Evaluation Metric for Image Captioning | Sep 1, 2018 | Image CaptioningSentence | —Unverified | 0 |
