| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
| LemMED: Fast and Effective Neural Morphological Analysis with Short Context Windows | Oct 21, 2020 | DecoderLemmatization | —Unverified | 0 |
| Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training | Oct 21, 2020 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences | Oct 21, 2020 | ArticlesSentence | —Unverified | 0 |
| Stacking Neural Network Models for Automatic Short Answer Scoring | Oct 21, 2020 | General ClassificationSentence | —Unverified | 0 |
| An Empirical Investigation of Contextualized Number Prediction | Oct 20, 2020 | Anomaly DetectionPrediction | CodeCode Available | 0 |
| Text Classification of Manifestos and COVID-19 Press Briefings using BERT and Convolutional Neural Networks | Oct 20, 2020 | General ClassificationSentence | —Unverified | 0 |
| Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification | Oct 20, 2020 | Explanation GenerationSentence | CodeCode Available | 0 |
| Better Highlighting: Creating Sub-Sentence Summary Highlights | Oct 20, 2020 | Point ProcessesSentence | CodeCode Available | 0 |
| Detecting Media Bias in News Articles using Gaussian Bias Distributions | Oct 20, 2020 | ArticlesBias Detection | CodeCode Available | 0 |
| AutoMeTS: The Autocomplete for Medical Text Simplification | Oct 20, 2020 | SentenceText Simplification | CodeCode Available | 1 |
| Cue Me In: Content-Inducing Approaches to Interactive Story Generation | Oct 20, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Individual corpora predict fast memory retrieval during reading | Oct 20, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Complete Multilingual Neural Machine Translation | Oct 20, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training | Oct 20, 2020 | SentenceSimultaneous Speech-to-Speech Translation | —Unverified | 0 |
| Multi-hop Question Generation with Graph Convolutional Network | Oct 19, 2020 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization | Oct 19, 2020 | Document SummarizationLay Summarization | CodeCode Available | 1 |
| Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines | Oct 19, 2020 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline | Oct 19, 2020 | ClusteringGraph Clustering | —Unverified | 0 |
| PySBD: Pragmatic Sentence Boundary Disambiguation | Oct 19, 2020 | Sentence | CodeCode Available | 1 |
| Rethinking Document-level Neural Machine Translation | Oct 18, 2020 | Document TranslationMachine Translation | CodeCode Available | 1 |
| Querent Intent in Multi-Sentence Questions | Oct 18, 2020 | Sentence | CodeCode Available | 0 |
| hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text Normalization | Oct 18, 2020 | SentenceText Normalization | CodeCode Available | 1 |
| Neural-Driven Multi-criteria Tree Search for Paraphrase Generation | Oct 17, 2020 | DiversityParaphrase Generation | —Unverified | 0 |
| Hierarchical Multitask Learning Approach for BERT | Oct 17, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences | Oct 17, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| Incorporate Semantic Structures into Machine Translation Evaluation via UCCA | Oct 17, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers | Oct 16, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 |
| Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks | Oct 16, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| Inferring symmetry in natural language | Oct 16, 2020 | SentenceTransfer Learning | CodeCode Available | 0 |
| Substance over Style: Document-Level Targeted Content Transfer | Oct 16, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models | Oct 16, 2020 | Conditional Text GenerationSentence | —Unverified | 0 |
| Effective Distributed Representations for Academic Expert Search | Oct 16, 2020 | NavigateRetrieval | CodeCode Available | 0 |
| Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data | Oct 15, 2020 | Sentence | —Unverified | 0 |
| Explicit Alignment Objectives for Multilingual Bidirectional Encoders | Oct 15, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 0 |
| Neural Deepfake Detection with Factual Structure of Text | Oct 15, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses | Oct 15, 2020 | de-enfr-en | CodeCode Available | 0 |
| Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings | Oct 15, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Inducing Alignment Structure with Gated Graph Attention Networks for Sentence Matching | Oct 15, 2020 | Graph AttentionParaphrase Identification | —Unverified | 0 |
| Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention | Oct 15, 2020 | Paraphrase GenerationSentence | —Unverified | 0 |
| Improving Constituency Parsing with Span Attention | Oct 15, 2020 | Constituency ParsingNatural Language Understanding | CodeCode Available | 1 |
| TDRE: A Tensor Decomposition Based Approach for Relation Extraction | Oct 15, 2020 | RelationRelation Classification | —Unverified | 0 |
| Multi-Task Learning for Cross-Lingual Abstractive Summarization | Oct 15, 2020 | Abstractive Text SummarizationCross-Lingual Abstractive Summarization | —Unverified | 0 |
| Compressive Summarization with Plausibility and Salience Modeling | Oct 15, 2020 | Sentence | CodeCode Available | 0 |
| Understanding Neural Abstractive Summarization Models via Uncertainty | Oct 15, 2020 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Chinese Lexical Simplification | Oct 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Self-supervised Representation Learning of Sentence Structure for Authorship Attribution | Oct 14, 2020 | Authorship AttributionRepresentation Learning | CodeCode Available | 0 |
| CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations | Oct 13, 2020 | Natural Language UnderstandingSentence | —Unverified | 0 |