| Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions | Mar 30, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Mining Discourse Markers for Unsupervised Sentence Representation Learning | Mar 28, 2019 | Relation ClassificationRepresentation Learning | CodeCode Available | 0 |
| Learning semantic sentence representations from visually grounded language without lexical knowledge | Mar 27, 2019 | Grounded language learningLearning Semantic Representations | CodeCode Available | 0 |
| Context-Aware Cross-Lingual Mapping | Mar 8, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax | Feb 22, 2019 | NMTRetrieval | —Unverified | 0 |
| Audio-Linguistic Embeddings for Spoken Sentences | Feb 20, 2019 | DecoderEmotion Recognition | CodeCode Available | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond | Dec 26, 2018 | Cross-Lingual Bitext MiningCross-Lingual Document Classification | CodeCode Available | 1 |
| Sequence to Sequence Learning for Query Expansion | Dec 25, 2018 | Information RetrievalKeyword Extraction | —Unverified | 0 |
| Improving Context-Aware Semantic Relationships in Sparse Mobile Datasets | Dec 23, 2018 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Hateminers : Detecting Hate speech against Women | Dec 17, 2018 | BIG-bench Machine LearningHate Speech Detection | CodeCode Available | 0 |
| Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding | Nov 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Verb Argument Structure Alternations in Word and Sentence Embeddings | Nov 27, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors | Nov 17, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Investigating the Effects of Word Substitution Errors on Sentence Embeddings | Nov 16, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings | Nov 3, 2018 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 0 |
| Probing sentence embeddings for structure-dependent tense | Nov 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Portable, layer-wise task performance monitoring for NLP models | Nov 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Universal Sentence Encoder for English | Nov 1, 2018 | Multi-Task LearningSentence | —Unverified | 0 |
| BioSentVec: creating sentence embeddings for biomedical texts | Oct 22, 2018 | ArticlesBenchmarking | CodeCode Available | 0 |
| Skip-Thought GAN: Generating Text through Adversarial Training using Skip-Thought Vectors | Oct 16, 2018 | Image GenerationSentence | —Unverified | 0 |
| Exploring Sentence Vector Spaces through Automatic Summarization | Oct 16, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas | Oct 5, 2018 | Image GenerationSentence | —Unverified | 0 |
| NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level Preprocessing | Oct 1, 2018 | Emotion RecognitionSentence | CodeCode Available | 0 |
