| Globetrotter: Connecting Languages by Connecting Images | Dec 8, 2020 | Machine TranslationRetrieval | CodeCode Available | 1 |
| Controllable Abstractive Sentence Summarization with Guiding Entities | Dec 1, 2020 | InformativenessSentence | CodeCode Available | 1 |
| Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis | Dec 1, 2020 | SentenceSentiment Analysis | CodeCode Available | 1 |
| High Quality Real-Time Structured Debate Generation | Dec 1, 2020 | SentenceSentence Embedding | CodeCode Available | 1 |
| Arabisc: Context-Sensitive Neural Spelling Checker | Dec 1, 2020 | Language ModellingSentence | CodeCode Available | 1 |
| SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Mutational Semantics | Dec 1, 2020 | Sentencevalid | CodeCode Available | 1 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 |
| SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILP | Dec 1, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| How Positive Are You: Text Style Transfer using Adaptive Style Embedding | Dec 1, 2020 | DisentanglementSentence | CodeCode Available | 1 |
| VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks | Dec 1, 2020 | Dependency ParsingSentence | CodeCode Available | 1 |
| UDon2: a library for manipulating Universal Dependencies trees | Dec 1, 2020 | Sentence | CodeCode Available | 1 |
| Latent Template Induction with Gumbel-CRFs | Nov 29, 2020 | Data-to-Text GenerationDecoder | CodeCode Available | 1 |
| Learning Informative Representations of Biomedical Relations with Latent Variable Models | Nov 20, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT | Nov 19, 2020 | Extractive SummarizationNatural Language Understanding | CodeCode Available | 1 |
| Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection | Nov 14, 2020 | Answer SelectionCommunity Question Answering | CodeCode Available | 1 |
| Human-centric Spatio-Temporal Video Grounding With Visual Transformers | Nov 10, 2020 | Referring ExpressionSentence | CodeCode Available | 1 |
| Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts | Nov 10, 2020 | Logical ReasoningNatural Language Inference | CodeCode Available | 1 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 |
| Data-to-Text Generation with Iterative Text Editing | Nov 3, 2020 | Data-to-Text GenerationDomain Adaptation | CodeCode Available | 1 |
| Joint Entity and Relation Extraction with Set Prediction Networks | Nov 3, 2020 | Joint Entity and Relation ExtractionPrediction | CodeCode Available | 1 |
| Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory | Nov 3, 2020 | Sentence | CodeCode Available | 1 |
| On the Sentence Embeddings from Pre-trained Language Models | Nov 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
