| Globetrotter: Connecting Languages by Connecting Images | Dec 8, 2020 | Machine TranslationRetrieval | 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 |
| Arabisc: Context-Sensitive Neural Spelling Checker | Dec 1, 2020 | Language ModellingSentence | 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 |
| 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 |
| UDon2: a library for manipulating Universal Dependencies trees | Dec 1, 2020 | Sentence | 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 |
| SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Controllable Abstractive Sentence Summarization with Guiding Entities | Dec 1, 2020 | InformativenessSentence | CodeCode Available | 1 |
| High Quality Real-Time Structured Debate Generation | Dec 1, 2020 | SentenceSentence Embedding | CodeCode Available | 1 |
| VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks | Dec 1, 2020 | Dependency ParsingSentence | 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 |
| Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts | Nov 10, 2020 | Logical ReasoningNatural Language Inference | CodeCode Available | 1 |
| Human-centric Spatio-Temporal Video Grounding With Visual Transformers | Nov 10, 2020 | Referring ExpressionSentence | 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 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | 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 |
| Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics | Nov 2, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN | Nov 2, 2020 | Semantic ParsingSentence | CodeCode Available | 1 |
| Question Answering with Long Multiple-Span Answers | Nov 1, 2020 | Question AnsweringSentence | CodeCode Available | 1 |
| COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning | Nov 1, 2020 | Cross-Modal RetrievalRepresentation Learning | CodeCode Available | 1 |
| Optimizing Word Segmentation for Downstream Task | Nov 1, 2020 | Natural Language InferenceSegmentation | CodeCode Available | 1 |
| Bracketing Encodings for 2-Planar Dependency Parsing | Nov 1, 2020 | Dependency ParsingPOS | CodeCode Available | 1 |
| Dimsum @LaySumm 20 | Nov 1, 2020 | Lay SummarizationSentence | CodeCode Available | 1 |
| TransQuest: Translation Quality Estimation with Cross-lingual Transformers | Nov 1, 2020 | SentenceTransfer Learning | CodeCode Available | 1 |
| \'UFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN | Nov 1, 2020 | Semantic ParsingSentence | CodeCode Available | 1 |
| IESTAC: English-Italian Parallel Corpus for End-to-End Speech-to-Text Machine Translation | Nov 1, 2020 | Dynamic Time WarpingMachine Translation | CodeCode Available | 1 |
| ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT | Nov 1, 2020 | Image CaptioningSentence | CodeCode Available | 1 |
| Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels | Nov 1, 2020 | Sentencetext-classification | CodeCode Available | 1 |
| Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition | Nov 1, 2020 | counterfactualnamed-entity-recognition | CodeCode Available | 1 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 |
| KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations | Nov 1, 2020 | Representation LearningSentence | CodeCode Available | 1 |
| XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques | Nov 1, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference | Oct 29, 2020 | Automated Theorem ProvingNatural Language Inference | CodeCode Available | 1 |
| What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation | Oct 28, 2020 | Sentence | CodeCode Available | 1 |
| Strongly Incremental Constituency Parsing with Graph Neural Networks | Oct 27, 2020 | Constituency ParsingGraph Neural Network | CodeCode Available | 1 |
| Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora | Oct 27, 2020 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations | Oct 23, 2020 | NERPOS | CodeCode Available | 1 |
| Listening to Sounds of Silence for Speech Denoising | Oct 22, 2020 | DenoisingSentence | CodeCode Available | 1 |
| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |