| RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation | Oct 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Encoding Gated Translation Memory into Neural Machine Translation | Oct 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Similarity-Based Reconstruction Loss for Meaning Representation | Oct 1, 2018 | Dialogue GenerationDiversity | —Unverified | 0 |
| InferLite: Simple Universal Sentence Representations from Natural Language Inference Data | Oct 1, 2018 | GPUNatural Language Inference | —Unverified | 0 |
| Semantic Sentence Embeddings for Paraphrasing and Text Summarization | Sep 26, 2018 | DecoderSentence | —Unverified | 0 |
| Learning and Evaluating Sparse Interpretable Sentence Embeddings | Sep 23, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Categorizing Comparative Sentences | Sep 17, 2018 | Argument MiningSentence | CodeCode Available | 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 |
| Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions | Sep 4, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy | Sep 3, 2018 | Deep LearningSentence | CodeCode Available | 0 |
| Attention-based Neural Text Segmentation | Aug 29, 2018 | Feature EngineeringSegmentation | CodeCode Available | 0 |
| Generating Text through Adversarial Training using Skip-Thought Vectors | Aug 27, 2018 | Conditional Text GenerationLanguage Modelling | CodeCode Available | 0 |
| Sentence Embeddings in NLI with Iterative Refinement Encoders | Aug 27, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Aug 1, 2018 | DecoderMachine Reading Comprehension | CodeCode Available | 0 |
| Deep Bayesian Learning and Understanding | Aug 1, 2018 | Document SummarizationMachine Translation | —Unverified | 0 |
| Convolutional Neural Network for Universal Sentence Embeddings | Aug 1, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Effective Parallel Corpus Mining using Bilingual Sentence Embeddings | Jul 31, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings | Jul 18, 2018 | Domain AdaptationSentence | —Unverified | 0 |
| Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification | Jul 1, 2018 | Cross-Lingual Document ClassificationCross-Lingual Transfer | —Unverified | 0 |
| Connecting Supervised and Unsupervised Sentence Embeddings | Jul 1, 2018 | DenoisingNatural Language Inference | —Unverified | 0 |
| Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring | Jul 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline | Jul 1, 2018 | Representation LearningSentence | —Unverified | 0 |
| A Multi-task Approach to Learning Multilingual Representations | Jul 1, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties | Jul 1, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations | Jul 1, 2018 | Machine TranslationSentence Embeddings | —Unverified | 0 |