CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Nov 2, 2024 Line Detection Semantic Similarity
Code Code Available Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Oct 30, 2024 RAG Response Generation
Code Code Available Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Sep 20, 2024 Anomaly Detection Fault Diagnosis
Code Code Available DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning Sep 2, 2024 Code Completion Combinatorial Optimization
Code Code Available Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge Aug 18, 2024 Articles Inductive Bias
Code Code Available Unsupervised Episode Detection for Large-Scale News Events Aug 9, 2024 Articles Event Detection
Code Code Available DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving Jul 22, 2024 Autonomous Driving Diversity
Code Code Available Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation Jul 7, 2024 cross-modal alignment Multi-modal Recommendation
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 3D-AVS: LiDAR-based 3D Auto-Vocabulary Segmentation Jun 13, 2024 Autonomous Driving Object
Code Code Available Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation May 15, 2024 Contrastive Learning cross-modal alignment
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 Retrieval-Augmented Open-Vocabulary Object Detection Apr 8, 2024 Language Modeling Language Modelling
Code Code Available SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages Mar 27, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning Mar 26, 2024 Contrastive Learning Knowledge Distillation
Code Code Available Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval Mar 8, 2024 Cross-Modal Retrieval Cross-modal retrieval with noisy correspondence
Code Code Available Meta-Task Prompting Elicits Embeddings from Large Language Models Feb 28, 2024 Semantic Textual Similarity Sentence
Code Code Available NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents Feb 27, 2024 Document Classification Language Modeling
Code Code Available DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Feb 20, 2024 named-entity-recognition Named Entity Recognition
Code Code Available Pixel Sentence Representation Learning Feb 13, 2024 Natural Language Inference Representation Learning
Code Code Available SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages Feb 13, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models Feb 5, 2024 Reconstruction Attack Semantic Similarity
Code Code Available Benchmarking Transferable Adversarial Attacks Feb 1, 2024 Adversarial Attack Benchmarking
Code Code Available DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
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 HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval Jan 14, 2024 Contrastive Learning Image Retrieval
Code Code Available Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
Code Code Available Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach Dec 15, 2023 Prediction Retrieval
Code Code Available Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Dec 14, 2023 Language Modeling Language Modelling
Code Code Available FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Dec 14, 2023 Computational Efficiency Federated Learning
Code Code Available Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis Dec 11, 2023 Contrastive Learning Semantic Similarity
Code Code Available Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Dec 11, 2023 Action Recognition Anatomy
Code Code Available Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Nov 7, 2023 Contrastive Learning Semantic Similarity
Code Code Available An Efficient Self-Supervised Cross-View Training For Sentence Embedding Nov 6, 2023 Contrastive Learning Language Modeling
Code Code Available TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Nov 1, 2023 Contrastive Learning Image-to-Image Translation
Code Code Available Meaning Representations from Trajectories in Autoregressive Models Oct 23, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Oct 20, 2023 Image Captioning Language Acquisition
Code Code Available Context Compression for Auto-regressive Transformers with Sentinel Tokens Oct 12, 2023 Language Modeling Language Modelling
Code Code Available AstroCLIP: A Cross-Modal Foundation Model for Galaxies Oct 4, 2023 Contrastive Learning model
Code Code Available Sieve: Multimodal Dataset Pruning Using Image Captioning Models Oct 3, 2023 Diversity Image Captioning
Code Code Available InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models Sep 21, 2023 Emotion Recognition Emotion Recognition in Conversation
Code Code Available Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning Sep 20, 2023 Contrastive Learning Retrieval
Code Code Available LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models Sep 2, 2023 Blocking Language Modelling
Code Code Available CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Aug 24, 2023 Diversity Language Modeling
Code Code Available Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation Aug 24, 2023 Authorship Attribution Knowledge Distillation
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation Aug 10, 2023 6D Pose Estimation using RGB global-optimization
Code Code Available 