| Document-level Neural Machine Translation Using Dependency RST Structure | Jan 16, 2022 | DecoderDocument Level Machine Translation | —Unverified | 0 |
| An MRC Framework for Semantic Role Labeling | Jan 16, 2022 | Computational EfficiencyMachine Reading Comprehension | —Unverified | 0 |
| DOCmT5: Document-Level Pre-training of Multilingual Language Models | Jan 16, 2022 | de-enDocument Translation | —Unverified | 0 |
| Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents | Jan 16, 2022 | Community Question AnsweringInformation Retrieval | —Unverified | 0 |
| Distant Supervision for Relation Extraction with Hierarchical Attention-Based Networks | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Privacy, Interpretability, and Fairness in the Multilingual Space | Jan 16, 2022 | FairnessRetrieval | —Unverified | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Jan 16, 2022 | Representation LearningSentence | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jan 16, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Jan 16, 2022 | Event ExtractionSentence | —Unverified | 0 |
| Modeling Multi-Granularity Hierarchical Features for Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Using Natural Sentence Prompts for Understanding Biases in Language Models | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets | Jan 16, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| DEEP: DEnoising Entity Pre-training for Neural Machine Translation | Jan 16, 2022 | DenoisingMachine Translation | —Unverified | 0 |
| Deep Continuous Prompt for Contrastive Learning of Sentence Embeddings | Jan 16, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge | Jan 16, 2022 | ArticlesMisinformation | —Unverified | 0 |
| Toward Automatic Misinformation Detection Utilizing Fact-checked Information | Jan 16, 2022 | Fact CheckingMisinformation | —Unverified | 0 |
| Template-free Prompt Tuning for Few-shot NER | Jan 16, 2022 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| When a sentence does not introduce a discourse entity, Transformer-based models still often refer to it | Jan 16, 2022 | NegationSentence | —Unverified | 0 |
| A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation | Jan 16, 2022 | Cross-Modal Retrievalimage-classification | —Unverified | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Jan 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction | Jan 16, 2022 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| LawngNLI: a multigranular, long-premise NLI benchmark for evaluating models’ in-domain generalization from short to long contexts | Jan 16, 2022 | Domain GeneralizationNatural Language Inference | —Unverified | 0 |