| NewsEdits: A Dataset of News Article Revision Histories and a Novel Document-Level Reasoning Challenge | Jan 16, 2022 | ArticlesSentence | —Unverified | 0 |
| Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision | Jan 16, 2022 | AttributeKnowledge Graphs | —Unverified | 0 |
| A Relation Semantic Information Attentive Stereoscopic Framework for Relational Triple Extraction | Jan 16, 2022 | RelationSentence | —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 |
| Using Natural Sentence Prompts for Understanding Biases in Language Models | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Generating a Temporally Coherent Visual Story by Multimodal Recurrent Transformers | Jan 16, 2022 | Image GenerationSentence | —Unverified | 0 |
| Building Sequence-to-Sequence Document Revision Models from Matched and Multiple Partially-Matched Datasets | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Efficient Weighted Deduction Systems for Earley’s Algorithm | Jan 16, 2022 | Sentence | —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 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation | Jan 16, 2022 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| LongChecker: Improving scientific claim verification by modeling full-abstract context | Jan 16, 2022 | Claim VerificationDomain Adaptation | —Unverified | 0 |
| Document-level Neural Machine Translation Using Dependency RST Structure | Jan 16, 2022 | DecoderDocument Level Machine Translation | —Unverified | 0 |
| DOCmT5: Document-Level Pre-training of Multilingual Language Models | Jan 16, 2022 | de-enDocument Translation | —Unverified | 0 |
| Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations | Jan 16, 2022 | SentenceSentence Fusion | —Unverified | 0 |
| UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Template-free Prompt Tuning for Few-shot NER | Jan 16, 2022 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| Phrase-level Textual Adversarial Attack with Label Preservation | Jan 16, 2022 | Adversarial AttackSentence | —Unverified | 0 |
| MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction | Jan 16, 2022 | Grammatical Error CorrectionSentence | —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 |
| Consecutive Question Generation with Multitask Joint Reranking and Dynamic Rationale Search | Jan 16, 2022 | DiversityInformativeness | —Unverified | 0 |
| Extract, Select and Rewrite: A New Modular Summarization Method | Jan 16, 2022 | SentenceSentence Summarization | —Unverified | 0 |
| MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting | Jan 16, 2022 | Sentence | —Unverified | 0 |
| CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering | Jan 16, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Exact Paired Permutation Testing Algorithms for NLP Systems | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —Unverified | 0 |
| Modeling Multi-Granularity Hierarchical Features for Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Focus-Driven Contrastive Learning for Medical Question Summarization | Jan 16, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Paragraph-based Transformer Pretraining for Multi-Sentence Inference | Jan 16, 2022 | Fact VerificationSentence | —Unverified | 0 |
| Emphasis on Easy Samples for Distantly Supervised Relation Extraction | 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 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | Jan 16, 2022 | counterfactualRelation | —Unverified | 0 |
| Knowledge Based Template Machine Translation In Low-Resource Setting | Jan 16, 2022 | Knowledge GraphsMachine Translation | —Unverified | 0 |
| An MRC Framework for Semantic Role Labeling | Jan 16, 2022 | Computational EfficiencyMachine Reading Comprehension | —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 |
| NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge | Jan 16, 2022 | ArticlesMisinformation | —Unverified | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing | Jan 16, 2022 | Code GenerationKnowledge Distillation | —Unverified | 0 |
| Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts | Jan 16, 2022 | SentenceTime Series | —Unverified | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jan 16, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Jan 16, 2022 | Representation LearningSentence | —Unverified | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jan 16, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Jan 16, 2022 | Event ExtractionSentence | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic 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 |
| GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction | Jan 16, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| Privacy, Interpretability, and Fairness in the Multilingual Space | Jan 16, 2022 | FairnessRetrieval | —Unverified | 0 |