| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network | Jan 16, 2022 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —Unverified | 0 |
| Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts | Jan 16, 2022 | SentenceTime Series | —Unverified | 0 |
| NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge | Jan 16, 2022 | ArticlesMisinformation | —Unverified | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Jan 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jan 16, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Fast and Accurate Span-based Semantic Role Labeling as Graph Parsing | Jan 16, 2022 | Semantic Role LabelingSentence | —Unverified | 0 |
| GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction | Jan 16, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| In Situ Answer Sentence Selection at Web-scale | Jan 16, 2022 | Multi-Task LearningOpen-Domain Question Answering | —Unverified | 0 |
| SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples | Jan 16, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| 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 |
| Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation | Jan 13, 2022 | InformativenessQuestion Answering | —Unverified | 0 |
| Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning | Jan 13, 2022 | Document-level Relation ExtractionRelation | —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 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| 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 |
| CVSS Corpus and Massively Multilingual Speech-to-Speech Translation | Jan 11, 2022 | SentenceSpeech-to-Speech Translation | CodeCode Available | 2 |
| 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 |
