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| Hierarchical Neural Network Approaches for Long Document Classification | Jan 18, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets | Jan 16, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Fast and Accurate Span-based Semantic Role Labeling as Graph Parsing | Jan 16, 2022 | Semantic Role LabelingSentence | —Unverified | 0 |
| CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering | Jan 16, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Extract, Select and Rewrite: A New Modular Summarization Method | Jan 16, 2022 | SentenceSentence Summarization | —Unverified | 0 |
| Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network | Jan 16, 2022 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| Uncovering Surprising Event Boundaries in Narratives | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —Unverified | 0 |
| Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations | Jan 16, 2022 | SentenceSentence Fusion | —Unverified | 0 |
| A Relation Semantic Information Attentive Stereoscopic Framework for Relational Triple Extraction | Jan 16, 2022 | RelationSentence | —Unverified | 0 |
| Template-free Prompt Tuning for Few-shot NER | Jan 16, 2022 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| Cheat Codes to Quantify Missing Source Information in Neural Machine Translation | Jan 16, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Challenge for open-domain targeted sentiment analysis | Jan 16, 2022 | SentenceSentiment Analysis | —Unverified | 0 |
| Phrase-level Textual Adversarial Attack with Label Preservation | Jan 16, 2022 | Adversarial AttackSentence | —Unverified | 0 |
| Exact Paired Permutation Testing Algorithms for NLP Systems | Jan 16, 2022 | Sentence | —Unverified | 0 |
| MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction | Jan 16, 2022 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Toward Automatic Misinformation Detection Utilizing Fact-checked Information | Jan 16, 2022 | Fact CheckingMisinformation | —Unverified | 0 |
| Building Sequence-to-Sequence Document Revision Models from Matched and Multiple Partially-Matched Datasets | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Emphasis on Easy Samples for Distantly Supervised Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Efficient Weighted Deduction Systems for Earley’s Algorithm | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Using Natural Sentence Prompts for Understanding Biases in Language Models | Jan 16, 2022 | Sentence | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |