| 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 |
| 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 |
| When a sentence does not introduce a discourse entity, Transformer-based models still often refer to it | Jan 16, 2022 | NegationSentence | —Unverified | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Jan 16, 2022 | Representation LearningSentence | —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 |
| In Situ Answer Sentence Selection at Web-scale | Jan 16, 2022 | Multi-Task LearningOpen-Domain Question Answering | —Unverified | 0 |
| Uncovering Surprising Event Boundaries in Narratives | Jan 16, 2022 | Sentence | —Unverified | 0 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Jan 16, 2022 | Event ExtractionSentence | —Unverified | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jan 16, 2022 | Entity EmbeddingsGraph Embedding | —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 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —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 |
| 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 |
| Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision | Jan 16, 2022 | AttributeKnowledge Graphs | —Unverified | 0 |
| Using Natural Sentence Prompts for Understanding Biases in Language Models | Jan 16, 2022 | Sentence | —Unverified | 0 |
| Phrase-level Textual Adversarial Attack with Label Preservation | Jan 16, 2022 | Adversarial AttackSentence | —Unverified | 0 |
| GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction | Jan 16, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| Consecutive Question Generation with Multitask Joint Reranking and Dynamic Rationale Search | Jan 16, 2022 | DiversityInformativeness | —Unverified | 0 |
| Generating a Temporally Coherent Visual Story by Multimodal Recurrent Transformers | Jan 16, 2022 | Image GenerationSentence | —Unverified | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jan 16, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction | Jan 16, 2022 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Modeling Multi-Granularity Hierarchical Features for Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| NewsEdits: A Dataset of News Article Revision Histories and a Novel Document-Level Reasoning Challenge | Jan 16, 2022 | ArticlesSentence | —Unverified | 0 |
| Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts | Jan 16, 2022 | SentenceTime Series | —Unverified | 0 |
| Focus-Driven Contrastive Learning for Medical Question Summarization | Jan 16, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Unsupervised Sentence Simplification via Dependency Parsing | Jan 16, 2022 | Dependency ParsingSentence | —Unverified | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Jan 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems | Jan 15, 2022 | DiversityEfficient Neural Network | CodeCode Available | 0 |
| Automatic Lexical Simplification for Turkish | Jan 15, 2022 | Lexical SimplificationSentence | —Unverified | 0 |
| Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark | Jan 14, 2022 | SentenceText Summarization | —Unverified | 0 |
| Unsupervised Temporal Video Grounding with Deep Semantic Clustering | Jan 14, 2022 | ClusteringSentence | —Unverified | 0 |
| Feature-rich multiplex lexical networks reveal mental strategies of early language learning | Jan 13, 2022 | Language AcquisitionSentence | —Unverified | 0 |
| Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies | Jan 13, 2022 | Natural Language InferenceRelation | —Unverified | 0 |
| Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning | Jan 13, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation | Jan 13, 2022 | InformativenessQuestion Answering | —Unverified | 0 |
| PhysNLU: A Language Resource for Evaluating Natural Language Understanding and Explanation Coherence in Physics | Jan 12, 2022 | PositionSentence | CodeCode Available | 0 |
| Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training | Jan 11, 2022 | DecoderImage Captioning | —Unverified | 0 |
| Visual Storytelling with Hierarchical BERT Semantic Guidance | Jan 10, 2022 | SentenceText Generation | —Unverified | 0 |
| Phocus: Picking Valuable Research from a Sea of Citations | Jan 9, 2022 | Sentence | —Unverified | 0 |
| Effect of Toxic Review Content on Overall Product Sentiment | Jan 8, 2022 | Sentence | —Unverified | 0 |