Transformers

Analyzing Finetuned Vision Models for Mixtec Codex Interpretation NAACL 2024 Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training NeurIPS 2024 An Analysis of Tokenization: Transformers under Markov Data NeurIPS 2024 An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024 An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies ACL 2024 An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding IJCAI 2024 An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CoNLL 2024 An Empirical Study of CLIP for Text-Based Person Search AAAI 2024 A Neural Architecture Predictor based on GNN-Enhanced Transformer AISTATS 2024 A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024 An Expectation-Realization Model for Metaphor Detection NAACL 2024 An Exploration of Length Generalization in Transformer-Based Speech Enhancement Interspeech 2024 An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models ICLR 2024 An Image is Worth 32 Tokens for Reconstruction and Generation NeurIPS 2024 An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models NeurIPS 2024 An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ACL 2024 Anisotropy Is Inherent to Self-Attention in Transformers EACL 2024 An Iterative Associative Memory Model for Empathetic Response Generation ACL 2024 Annotation-Free Audio-Visual Segmentation WACV 2024 AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection Interspeech 2024 A Novel Approach for Root Selection in the Dependency Parsing COLING 2024 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024 AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario NeurIPS 2024 AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024