| A Deep Learning Approach for Ontology Enrichment from Unstructured Text | Dec 16, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers | Dec 16, 2021 | Natural Language InferenceSentence | —Unverified | 0 |
| ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification | Dec 16, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain | Dec 16, 2021 | Clinical Concept ExtractionLanguage Modelling | CodeCode Available | 0 |
| Proposition-Level Clustering for Multi-Document Summarization | Dec 16, 2021 | ClusteringDocument Summarization | CodeCode Available | 1 |
| NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge | Dec 16, 2021 | ArticlesAttribute | CodeCode Available | 1 |
| Isochrony-Aware Neural Machine Translation for Automatic Dubbing | Dec 16, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network | Dec 16, 2021 | Sentence | —Unverified | 0 |
| DocAMR: Multi-Sentence AMR Representation and Evaluation | Dec 15, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation | Dec 15, 2021 | RetrievalSentence | CodeCode Available | 0 |
| Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings | Dec 15, 2021 | Abusive LanguageLanguage Modeling | —Unverified | 0 |
| Tracing Text Provenance via Context-Aware Lexical Substitution | Dec 15, 2021 | Optical Character Recognition (OCR)Sentence | —Unverified | 0 |
| Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data | Dec 15, 2021 | Domain GeneralizationSentence | —Unverified | 0 |
| Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains | Dec 15, 2021 | SegmentationSentence | CodeCode Available | 0 |
| A Transformer-based Approach for Translating Natural Language to Bash Commands | Dec 14, 2021 | Code TranslationSentence | CodeCode Available | 1 |
| Reinforcing Semantic-Symmetry for Document Summarization | Dec 14, 2021 | Document Summarizationreinforcement-learning | —Unverified | 0 |
| Reinforced Abstractive Summarization with Adaptive Length Controlling | Dec 14, 2021 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing | Dec 13, 2021 | Explanation GenerationExtractive Summarization | —Unverified | 0 |
| MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning | Dec 13, 2021 | Caption GenerationDescriptive | —Unverified | 0 |
| Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification | Dec 13, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation | Dec 12, 2021 | Discourse ParsingSentence | —Unverified | 0 |
| Reading Task Classification Using EEG and Eye-Tracking Data | Dec 12, 2021 | ClassificationEEG | CodeCode Available | 0 |
| Contextualized Scene Imagination for Generative Commonsense Reasoning | Dec 12, 2021 | Common Sense ReasoningDescriptive | CodeCode Available | 0 |
| An Empirical Study on Relation Extraction in the Biomedical Domain | Dec 11, 2021 | ArticlesDocument-level Relation Extraction | —Unverified | 0 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
