Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Apr 9, 2023 Document Classification named-entity-recognition
Code Code Available DIP: Dual Incongruity Perceiving Network for Sarcasm Detection Jan 1, 2023 Sarcasm Detection Semantic Similarity
Code Code Available Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning Dec 21, 2022 Contrastive Learning Linear evaluation
Code Code Available Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available Relational Sentence Embedding for Flexible Semantic Matching Dec 17, 2022 Relation Semantic Textual Similarity
Code Code Available Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora Nov 29, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available RankCSE: Unsupervised Representation Learning via Learning to Rank Nov 14, 2022 Contrastive Learning Learning-To-Rank
Code Code Available Improving word mover's distance by leveraging self-attention matrix Nov 11, 2022 Paraphrase Identification Semantic Similarity
Code Code Available RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Nov 2, 2022 Question Answering Question Generation
Code Code Available Pointly-Supervised Panoptic Segmentation Oct 25, 2022 Panoptic Segmentation Segmentation
Code Code Available Subspace Representations for Soft Set Operations and Sentence Similarities Oct 24, 2022 Retrieval Semantic Textual Similarity
Code Code Available Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available Weak-shot Semantic Segmentation via Dual Similarity Transfer Oct 5, 2022 Segmentation Semantic Segmentation
Code Code Available ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition Oct 1, 2022 Contrastive Learning few-shot-ner
Code Code Available SAPA: Similarity-Aware Point Affiliation for Feature Upsampling Sep 26, 2022 Decoder Depth Estimation
Code Code Available Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Sep 20, 2022 Clustering Contrastive Learning
Code Code Available Ranking-Enhanced Unsupervised Sentence Representation Learning Sep 9, 2022 Contrastive Learning Data Augmentation
Code Code Available MENLI: Robust Evaluation Metrics from Natural Language Inference Aug 15, 2022 Adversarial Attack Adversarial Robustness
Code Code Available Compositional Evaluation on Japanese Textual Entailment and Similarity Aug 9, 2022 Natural Language Inference Semantic Textual Similarity
Code Code Available Tackling Long-Tailed Category Distribution Under Domain Shifts Jul 20, 2022 Domain Generalization Meta-Learning
Code Code Available Semantic Novelty Detection via Relational Reasoning Jul 18, 2022 Autonomous Driving Edge-computing
Code Code Available Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction Jul 9, 2022 Explanation Generation Fairness
Code Code Available 