MarkBERT: Marking Word Boundaries Improves Chinese BERT Nov 16, 2021 Chinese Named Entity Recognition named-entity-recognition
Code Code Available MarkBERT: Marking Word Boundaries Improves Chinese BERT Mar 12, 2022 Chinese Named Entity Recognition named-entity-recognition
Code Code Available Meaning Representations from Trajectories in Autoregressive Models Oct 23, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available MedFILIP: Medical Fine-grained Language-Image Pre-training Jan 18, 2025 Contrastive Learning Diagnostic
Code Code Available MedSTS: A Resource for Clinical Semantic Textual Similarity Aug 28, 2018 Decision Making Semantic Similarity
Code Code Available Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available Bootstrapped Unsupervised Sentence Representation Learning Aug 1, 2021 Representation Learning Semantic Textual Similarity
Code Code Available CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Aug 24, 2023 Diversity Language Modeling
Code Code Available Multimodal Representation for Neural Code Search Jul 2, 2021 Code Search Semantic Similarity
Code Code Available NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Aug 29, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available No Fuss Distance Metric Learning using Proxies Mar 21, 2017 Metric Learning Semantic Similarity
Code Code Available Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Jan 18, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs May 19, 2023 Question Answering Semantic Similarity
Code Code Available One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts Jun 28, 2024 In-Context Learning Semantic Similarity
Code Code Available On Semantic Similarity in Video Retrieval Mar 18, 2021 Retrieval Semantic Similarity
Code Code Available On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning Jul 1, 2022 Intent Detection Meta-Learning
Code Code Available A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Mar 11, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available Pairwise Supervised Contrastive Learning of Sentence Representations Sep 12, 2021 Contrastive Learning Natural Language Inference
Code Code Available Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
Code Code Available R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
Code Code Available Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies May 11, 2021 Knowledge Graph Embeddings Semantic Similarity
Code Code Available Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks Dec 13, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Q8BERT: Quantized 8Bit BERT Oct 14, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank May 26, 2023 Contrastive Learning Learning-To-Rank
Code Code Available Ranking-Enhanced Unsupervised Sentence Representation Learning Sep 9, 2022 Contrastive Learning Data Augmentation
Code Code Available A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
Code Code Available Real-World Image Variation by Aligning Diffusion Inversion Chain May 30, 2023 Image Generation Image-Variation
Code Code Available RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data Nov 27, 2024 Activity Recognition Contrastive Learning
Code Code Available A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Oct 27, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available AstroCLIP: A Cross-Modal Foundation Model for Galaxies Oct 4, 2023 Contrastive Learning model
Code Code Available Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available RoMe: A Robust Metric for Evaluating Natural Language Generation Mar 17, 2022 Natural Language Understanding Semantic Similarity
Code Code Available R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering May 24, 2018 Question Answering Relation
Code Code Available SAMScore: A Content Structural Similarity Metric for Image Translation Evaluation May 24, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Scaling Sentence Embeddings with Large Language Models Jul 31, 2023 Contrastive Learning In-Context Learning
Code Code Available Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available Self-supervised similarity search for large scientific datasets Oct 25, 2021 Self-Supervised Learning Semantic Similarity
Code Code Available Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning Nov 7, 2024 Decision Making Fairness
Code Code Available Semantic Pyramid for Image Generation Mar 13, 2020 General Classification Image Generation
Code Code Available Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy Sep 20, 1997 Semantic Similarity Semantic Textual Similarity
Code Code Available AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Jul 31, 2017 Machine Translation Question Answering
Code Code Available Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Aug 27, 2019 Clustering Linear-Probe Classification
Code Code Available Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation Aug 24, 2023 Authorship Attribution Knowledge Distillation
Code Code Available SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection Mar 1, 2025 Human-Object Interaction Detection Large Language Model
Code Code Available Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Jun 23, 2021 Inductive Bias Linguistic Acceptability
Code Code Available 