Debiased Contrastive Learning of Unsupervised Sentence Representations May 2, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available 5 Cross-lingual Text Classification with Heterogeneous Graph Neural Network May 24, 2021 Classification Graph Neural Network
Code Code Available 5 DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning Sep 2, 2024 Code Completion Combinatorial Optimization
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 Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation May 15, 2024 Contrastive Learning cross-modal alignment
Code Code Available 5 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 5 Bootstrapped Unsupervised Sentence Representation Learning Aug 1, 2021 Representation Learning Semantic Textual Similarity
Code Code Available 5 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Mar 14, 2022 Attribute Contrastive Learning
Code Code Available 5 Alleviating Over-smoothing for Unsupervised Sentence Representation May 9, 2023 Contrastive Learning Semantic Textual Similarity
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 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 CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation Apr 17, 2025 RAG Retrieval
Code Code Available 5 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
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 FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models May 23, 2023 Language Modeling Language Modelling
Code Code Available 5 Clustering-Aware Negative Sampling for Unsupervised Sentence Representation May 17, 2023 Clustering Contrastive Learning
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 AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available 5 Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available 5 Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
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 