| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | CodeCode Available | 1 |
| Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation | Apr 8, 2020 | DecoderDiversity | CodeCode Available | 1 |
| On the Effect of Dropping Layers of Pre-trained Transformer Models | Apr 8, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 |
| The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews | Apr 7, 2020 | General Classificationnamed-entity-recognition | CodeCode Available | 1 |
| A Sentence Cloze Dataset for Chinese Machine Reading Comprehension | Apr 7, 2020 | DiversityMachine Reading Comprehension | CodeCode Available | 1 |
| Unsupervised Domain Clusters in Pretrained Language Models | Apr 5, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| MemCap: Memorizing Style Knowledge for Image Captioning | Apr 3, 2020 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers | Apr 2, 2020 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
| More Grounded Image Captioning by Distilling Image-Text Matching Model | Apr 1, 2020 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| X-Linear Attention Networks for Image Captioning | Mar 31, 2020 | DecoderFine-Grained Visual Recognition | CodeCode Available | 1 |
| SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases | Mar 31, 2020 | Semantic ParsingSentence | CodeCode Available | 1 |
| Felix: Flexible Text Editing Through Tagging and Insertion | Mar 24, 2020 | Automatic Post-EditingLanguage Modeling | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization | Mar 24, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data | Mar 16, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| Efficient Intent Detection with Dual Sentence Encoders | Mar 10, 2020 | CPUIntent Detection | CodeCode Available | 1 |
| Show, Edit and Tell: A Framework for Editing Image Captions | Mar 6, 2020 | DenoisingImage Captioning | CodeCode Available | 1 |
| Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition | Mar 6, 2020 | LipreadingLip Reading | CodeCode Available | 1 |
| Claim Check-Worthiness Detection as Positive Unlabelled Learning | Mar 5, 2020 | Fact CheckingRumour Detection | CodeCode Available | 1 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| Efficient Sentence Embedding via Semantic Subspace Analysis | Feb 22, 2020 | SentenceSentence Embedding | CodeCode Available | 1 |
| Contextual Lensing of Universal Sentence Representations | Feb 20, 2020 | RetrievalSentence | CodeCode Available | 1 |
| Towards Making the Most of Context in Neural Machine Translation | Feb 19, 2020 | Document Level Machine TranslationMachine Translation | CodeCode Available | 1 |
| Incorporating BERT into Neural Machine Translation | Feb 17, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models | Feb 16, 2020 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells | Feb 16, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation | Feb 6, 2020 | ArticlesHeadline Generation | CodeCode Available | 1 |
| Syntactically Look-Ahead Attention Network for Sentence Compression | Feb 4, 2020 | DecoderInformativeness | CodeCode Available | 1 |
| Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks | Jan 30, 2020 | Entity Extraction using GANGeneral Classification | CodeCode Available | 1 |
| Interpretable Rumor Detection in Microblogs by Attending to User Interactions | Jan 29, 2020 | Sentence | CodeCode Available | 1 |
| PMIndia -- A Collection of Parallel Corpora of Languages of India | Jan 27, 2020 | Machine TranslationMultilingual NLP | CodeCode Available | 1 |
| VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking | Jan 22, 2020 | Sentence | CodeCode Available | 1 |
| Multilingual Denoising Pre-training for Neural Machine Translation | Jan 22, 2020 | DecoderDenoising | CodeCode Available | 1 |
| Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences | Jan 19, 2020 | FormObject | CodeCode Available | 1 |
| Delving Deeper into the Decoder for Video Captioning | Jan 16, 2020 | DecoderSentence | CodeCode Available | 1 |
| Non-Autoregressive Machine Translation with Disentangled Context Transformer | Jan 15, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais | Jan 13, 2020 | ClusteringSentence | CodeCode Available | 1 |
| LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition | Jan 8, 2020 | Active Learningnamed-entity-recognition | CodeCode Available | 1 |
| Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction | Jan 7, 2020 | Aspect-oriented Opinion ExtractionGeneral Classification | CodeCode Available | 1 |
| Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation | Jan 3, 2020 | Cross-Lingual Word EmbeddingsMulti-Task Learning | CodeCode Available | 1 |
| Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring | Jan 1, 2020 | Sentence | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | Jan 1, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| Non-autoregressive Translation with Disentangled Context Transformer | Jan 1, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation | Dec 26, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack | Dec 22, 2019 | Adversarial AttackAdversarial Text | CodeCode Available | 1 |
| Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language | Dec 8, 2019 | Sentence | CodeCode Available | 1 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
