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Code Code Available 5 A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
Code Code Available 5 DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Feb 20, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 5 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving Jul 22, 2024 Autonomous Driving Diversity
Code Code Available 5 FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available 5 Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available 5 Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 5 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Oct 8, 2021 Language Modeling Language Modelling
Code Code Available 5 Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available 5 High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight Mar 19, 2025 Image Segmentation Knowledge Distillation
Code Code Available 5 HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval Jan 14, 2024 Contrastive Learning Image Retrieval
Code Code Available 5 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 5 CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Aug 24, 2023 Diversity Language Modeling
Code Code Available 5 PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT Mar 22, 2021 Classification General Classification
Code Code Available 5 Improving Contrastive Learning of Sentence Embeddings from AI Feedback May 3, 2023 Contrastive Learning Data Augmentation
Code Code Available 5 A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Oct 27, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 5 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 5 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
Code Code Available 5 An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available 5 CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval Apr 18, 2022 Adversarial Attack Adversarial Defense
Code Code Available 5 CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation Apr 17, 2025 RAG Retrieval
Code Code Available 5 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 5 Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Jun 23, 2021 Inductive Bias Linguistic Acceptability
Code Code Available 5 CODER: Knowledge infused cross-lingual medical term embedding for term normalization Nov 5, 2020 Contrastive Learning Knowledge Graphs
Code Code Available 5 Class-relation Knowledge Distillation for Novel Class Discovery Jul 18, 2023 Knowledge Distillation Novel Class Discovery
Code Code Available 5 Clustering-Aware Negative Sampling for Unsupervised Sentence Representation May 17, 2023 Clustering Contrastive Learning
Code Code Available 5 CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Nov 2, 2024 Line Detection Semantic Similarity
Code Code Available 5 Compositional Evaluation on Japanese Textual Entailment and Similarity Aug 9, 2022 Natural Language Inference Semantic Textual Similarity
Code Code Available 5 KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Apr 7, 2020 Natural Language Inference Natural Language Understanding
Code Code Available 5 Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Feb 17, 2016 Entity Typing Semantic Similarity
Code Code Available 5 Language-agnostic BERT Sentence Embedding Jul 3, 2020 Language Modeling Language Modelling
Code Code Available 5 Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
Code Code Available 5 ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Oct 11, 2020 Clustering Semantic Similarity
Code Code Available 5 Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning Sep 20, 2023 Contrastive Learning Retrieval
Code Code Available 5 Linked Credibility Reviews for Explainable Misinformation Detection Aug 28, 2020 Misinformation Semantic Similarity
Code Code Available 5 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer May 25, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available 5 Context Compression for Auto-regressive Transformers with Sentinel Tokens Oct 12, 2023 Language Modeling Language Modelling
Code Code Available 5 Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation May 5, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Towards Better Understanding of User Satisfaction in Open-Domain Conversational Search Apr 6, 2022 Conversational Search Semantic Similarity
Code Code Available 5 Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge Aug 18, 2024 Articles Inductive Bias
Code Code Available 5 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 5 Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models Feb 5, 2024 Reconstruction Attack Semantic Similarity
Code Code Available 5 A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available 5 MENLI: Robust Evaluation Metrics from Natural Language Inference Aug 15, 2022 Adversarial Attack Adversarial Robustness
Code Code Available 5 Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis Dec 11, 2023 Contrastive Learning Semantic Similarity
Code Code Available 5 Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow Feb 28, 2025 Hallucination Object
Code Code Available 5 A large-scale computational study of content preservation measures for text style transfer and paraphrase generation May 1, 2022 Paraphrase Generation Semantic Similarity
Code Code Available 5 Bootstrapped Unsupervised Sentence Representation Learning Aug 1, 2021 Representation Learning Semantic Textual Similarity
Code Code Available 5 