| An Unsupervised System for Parallel Corpus Filtering | Oct 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Out-of-domain Detection based on Generative Adversarial Network | Oct 1, 2018 | Generative Adversarial NetworkOut of Distribution (OOD) Detection | —Unverified | 0 |
| Parameter-free Sentence Embedding via Orthogonal Basis | Sep 30, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Learning and Evaluating Sparse Interpretable Sentence Embeddings | Sep 23, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Paraphrase Detection on Noisy Subtitles in Six Languages | Sep 21, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features | Sep 7, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations | Aug 29, 2018 | Representation LearningSentence | CodeCode Available | 0 |
| Sentence Embeddings in NLI with Iterative Refinement Encoders | Aug 27, 2018 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Hierarchical Attention: What Really Counts in Various NLP Tasks | Aug 10, 2018 | Machine Reading ComprehensionMachine Translation | CodeCode Available | 0 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Aug 1, 2018 | DecoderMachine Reading Comprehension | CodeCode Available | 0 |
| Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems | Jul 27, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification | Jul 1, 2018 | Cross-Lingual Document ClassificationCross-Lingual Transfer | —Unverified | 0 |
| Named-Entity Tagging and Domain adaptation for Better Customized Translation | Jul 1, 2018 | Domain AdaptationMachine Translation | —Unverified | 0 |
| Connecting Supervised and Unsupervised Sentence Embeddings | Jul 1, 2018 | DenoisingNatural Language Inference | —Unverified | 0 |
| EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues | Jul 1, 2018 | Emotion ClassificationGeneral 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 |
| Exploring Semantic Properties of Sentence Embeddings | Jul 1, 2018 | Machine TranslationReading Comprehension | —Unverified | 0 |
| Enhancing Sentence Embedding with Generalized Pooling | Jun 26, 2018 | Author ProfilingGeneral Classification | CodeCode Available | 0 |
| Evaluation of sentence embeddings in downstream and linguistic probing tasks | Jun 16, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 |
| Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| RiskFinder: A Sentence-level Risk Detector for Financial Reports | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Filtering and Mining Parallel Data in a Joint Multilingual Space | May 24, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity | May 21, 2018 | Natural Language InferenceRelation | —Unverified | 0 |
| Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks | May 9, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Incorporating Global Contexts into Sentence Embedding for Relational Extraction at the Paragraph Level with Distant Supervision | May 1, 2018 | Relation ExtractionSentence | —Unverified | 0 |
| On the Vector Representation of Utterances in Dialogue Context | May 1, 2018 | Document ClassificationIntent Detection | —Unverified | 0 |
| Learning Sentence Embeddings for Coherence Modelling and Beyond | Apr 22, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| A Study on Passage Re-ranking in Embedding based Unsupervised Semantic Search | Apr 22, 2018 | Passage Re-RankingRe-Ranking | —Unverified | 0 |
| Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations | Mar 4, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Multi-Label Learning from Medical Plain Text with Convolutional Residual Models | Jan 15, 2018 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| SEE: Syntax-aware Entity Embedding for Neural Relation Extraction | Jan 11, 2018 | RelationRelation Classification | —Unverified | 0 |
| UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT | Jan 1, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding | Sep 14, 2017 | Natural Language InferenceSentence | CodeCode Available | 0 |
| MappSent: a Textual Mapping Approach for Question-to-Question Similarity | Sep 1, 2017 | Community Question AnsweringQuestion Answering | —Unverified | 0 |
| Improving Machine Translation Quality Estimation with Neural Network Features | Sep 1, 2017 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity | Aug 18, 2017 | Representation LearningSentence | CodeCode Available | 0 |
| UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features | Aug 1, 2017 | Ensemble LearningImage Captioning | CodeCode Available | 0 |
| Sentence Embedding for Neural Machine Translation Domain Adaptation | Jul 1, 2017 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| Skip-Prop: Representing Sentences with One Vector Per Proposition | Jan 1, 2017 | Machine TranslationQuestion Answering | —Unverified | 0 |
| Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification | Nov 1, 2016 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Mapping Between fMRI Responses to Movies and their Natural Language Annotations | Oct 13, 2016 | Scene ClassificationSentence | CodeCode Available | 0 |
| Open-Ended Visual Question-Answering | Oct 9, 2016 | Question AnsweringSentence | CodeCode Available | 0 |
| Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks | Aug 15, 2016 | PredictionSentence | CodeCode Available | 0 |
| Learning Joint Representations of Videos and Sentences with Web Image Search | Aug 8, 2016 | Image RetrievalNatural Language Queries | —Unverified | 0 |
| Sentence Embedding Evaluation Using Pyramid Annotation | Aug 1, 2016 | Natural Language InferenceSemantic Role Labeling | —Unverified | 0 |
| A Sentence Interaction Network for Modeling Dependence between Sentences | Aug 1, 2016 | Answer SelectionFeature Engineering | —Unverified | 0 |