Unsupervised hard Negative Augmentation for contrastive learning Jan 5, 2024 Contrastive Learning Data Augmentation
Code Code Available Saliency-Aware Regularized Graph Neural Network Jan 1, 2024 Classification Graph Classification
— Unverified Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance Dec 31, 2023 Information Retrieval Retrieval
Code Code Available AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining Dec 25, 2023 Domain Adaptation Language Modelling
— Unverified MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning Dec 22, 2023 Prompt Learning Semantic Similarity
— Unverified LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces Dec 20, 2023 Decoder Definition Modelling
— Unverified An Empirical study of Unsupervised Neural Machine Translation: analyzing NMT output, model's behavior and sentences' contribution Dec 19, 2023 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified Automated Assessment of Students' Code Comprehension using LLMs Dec 19, 2023 Semantic Textual Similarity STS
— Unverified Def2Vec: Extensible Word Embeddings from Dictionary Definitions Dec 16, 2023 Chunking named-entity-recognition
Code Code Available Sim-GPT: Text Similarity via GPT Annotated Data Dec 9, 2023 Semantic Textual Similarity Sentence
Code Code Available Self-Critical Alternate Learning based Semantic Broadcast Communication Dec 3, 2023 Reinforcement Learning (RL) Semantic Communication
— Unverified Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings Nov 29, 2023 Cross-Lingual Transfer Language Modeling
Code Code Available Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Nov 29, 2023 Deep Reinforcement Learning Long Form Question Answering
Code Code Available A Distribution-Based Threshold for Determining Sentence Similarity Nov 28, 2023 Semantic Textual Similarity Sentence
— Unverified Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Nov 24, 2023 Graph Learning Graph Neural Network
— Unverified IEKM: A Model Incorporating External Keyword Matrices Nov 21, 2023 model Semantic Similarity
— Unverified Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation? Nov 21, 2023 Question Answering Semantic Similarity
— Unverified Portuguese FAQ for Financial Services Nov 19, 2023 Data Augmentation Semantic Similarity
— Unverified One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning Nov 18, 2023 All Continual Learning
Code Code Available Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation Nov 18, 2023 Image to text Semantic Similarity
— Unverified Eval-GCSC: A New Metric for Evaluating ChatGPT's Performance in Chinese Spelling Correction Nov 14, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Text Representation Distillation via Information Bottleneck Principle Nov 9, 2023 Knowledge Distillation Retrieval
Code Code Available Active Mining Sample Pair Semantics for Image-text Matching Nov 9, 2023 Active Learning Image-text matching
— Unverified Large-scale study of human memory for meaningful narratives Nov 8, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified Sparse Contrastive Learning of Sentence Embeddings Nov 7, 2023 Contrastive Learning Semantic Textual Similarity
— Unverified 