Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Dec 13, 2024 named-entity-recognition Named Entity Recognition
Code Code Available Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Apr 17, 2020 CPU Language Modeling
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 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer May 25, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available Few-Shot Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity Mar 10, 2022 Adversarial Attack Semantic Similarity
Code Code Available Full Automation of Goal-driven LLM Dialog Threads with And-Or Recursors and Refiner Oracles Jun 24, 2023 Recommendation Systems Semantic Similarity
Code Code Available Generating Datasets with Pretrained Language Models Apr 15, 2021 Semantic Textual Similarity Sentence
Code Code Available CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Nov 2, 2024 Line Detection Semantic Similarity
Code Code Available Class-relation Knowledge Distillation for Novel Class Discovery Jul 18, 2023 Knowledge Distillation Novel Class Discovery
Code Code Available 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 HIRL: A General Framework for Hierarchical Image Representation Learning May 26, 2022 Image Clustering Representation Learning
Code Code Available Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning Jul 9, 2023 Attribute Graph Representation Learning
Code Code Available Improving Contrastive Learning of Sentence Embeddings from AI Feedback May 3, 2023 Contrastive Learning Data Augmentation
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document 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 RealFormer: Transformer Likes Residual Attention Dec 21, 2020 Language Modeling Language Modelling
Code Code Available Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Dec 22, 2020 Generalization Bounds Language Modeling
Code Code Available Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Jun 11, 2025 Diversity Semantic Similarity
Code Code Available Just Rank: Rethinking Evaluation with Word and Sentence Similarities Mar 5, 2022 Benchmarking Semantic Similarity
Code Code Available AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Apr 7, 2020 Natural Language Inference Natural Language Understanding
Code Code Available Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Feb 17, 2016 Entity Typing Semantic Similarity
Code Code Available Language-agnostic BERT Sentence Embedding Jul 3, 2020 Language Modeling Language Modelling
Code Code Available CODER: Knowledge infused cross-lingual medical term embedding for term normalization Nov 5, 2020 Contrastive Learning Knowledge Graphs
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 Debiased Contrastive Learning of Unsupervised Sentence Representations May 2, 2022 Contrastive 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 Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
Code Code Available Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available 3D-AVS: LiDAR-based 3D Auto-Vocabulary Segmentation Jun 13, 2024 Autonomous Driving Object
Code Code Available Automated radiology report generation using conditioned transformers Mar 26, 2021 Medical Report Generation Semantic Similarity
Code Code Available Automatic Generation of Topic Labels May 29, 2020 Descriptive Information Retrieval
Code Code Available CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation Apr 17, 2025 RAG Retrieval
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Bootstrapped Unsupervised Sentence Representation Learning Aug 1, 2021 Representation Learning Semantic Textual 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 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 Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Jun 23, 2021 Inductive Bias Linguistic Acceptability
Code Code Available An Efficient Self-Supervised Cross-View Training For Sentence Embedding Nov 6, 2023 Contrastive Learning Language Modeling
Code Code Available Clustering-Aware Negative Sampling for Unsupervised Sentence Representation May 17, 2023 Clustering Contrastive Learning
Code Code Available Compositional Evaluation on Japanese Textual Entailment and Similarity Aug 9, 2022 Natural Language Inference Semantic Textual Similarity
Code Code Available ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Oct 11, 2020 Clustering Semantic Similarity
Code Code Available Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation May 5, 2023 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 