| Can LSTM Learn to Capture Agreement? The Case of Basque | Sep 11, 2018 | DiagnosticPrediction | —Unverified | 0 |
| AWE: Asymmetric Word Embedding for Textual Entailment | Sep 11, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Assessing Composition in Sentence Vector Representations | Sep 11, 2018 | Sentence | CodeCode Available | 0 |
| Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations | Sep 10, 2018 | Sentence | —Unverified | 0 |
| Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks | Sep 10, 2018 | Dependency ParsingLemmatization | CodeCode Available | 0 |
| Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring? | Sep 9, 2018 | RelationSentence | —Unverified | 0 |
| Transforming Question Answering Datasets Into Natural Language Inference Datasets | Sep 9, 2018 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 |
| Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning | Sep 8, 2018 | DecoderRepresentation Learning | —Unverified | 0 |
| Attentive Semantic Role Labeling with Boundary Indicator | Sep 8, 2018 | Semantic Role LabelingSentence | —Unverified | 0 |
| Generating Distractors for Reading Comprehension Questions from Real Examinations | Sep 8, 2018 | DecoderDistractor Generation | CodeCode Available | 1 |
| Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features | Sep 7, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| 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 |
| Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts | Sep 7, 2018 | SentenceTextual Analogy Parsing | CodeCode Available | 0 |
| Unsupervised Cross-lingual Word Embedding by Multilingual Neural Language Models | Sep 7, 2018 | Cross-Lingual Word EmbeddingsSentence | —Unverified | 0 |
| Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations | Sep 7, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Object Hallucination in Image Captioning | Sep 6, 2018 | HallucinationImage Captioning | 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 |
| Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction | Sep 5, 2018 | GPUImage 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 |
| 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 |
