Representation Learning

Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training NeurIPS 2024 Analyzing Semantic Change through Lexical Replacements ACL 2024 Analyzing the Use of Metaphors in News Editorials for Political Framing NAACL 2024 An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024 Anchor and Broadcast: An Efficient Concept Alignment Approach for Evaluation of Semantic Graphs COLING 2024 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024 An Effective Local Prototypical Mapping Network for Speech Emotion Recognition Interspeech 2024 An Efficient Prototype-Based Clustering Approach for Edge Pruning in Graph Neural Networks to Battle Over-Smoothing IJCAI 2024 An Efficient Subgraph-Inferring Framework for Large-Scale Heterogeneous Graphs AAAI 2024 An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding IJCAI 2024 An Empirical Study of Realized GNN Expressiveness ICML 2024 An End-to-End Approach for Chord-Conditioned Song Generation Interspeech 2024 An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications ACL 2024 An Entropy-Based Model for Hierarchical Learning JMLR 2024 A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts NeurIPS 2024 An Evaluation of Croatian ASR Models for Čakavian Transcription COLING 2024 A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning NeurIPS 2024 A New Robust Partial p-Wasserstein-Based Metric for Comparing Distributions ICML 2024 An Image-enhanced Molecular Graph Representation Learning Framework IJCAI 2024 An Image is Worth 32 Tokens for Reconstruction and Generation NeurIPS 2024 An Impossibility Theorem for Node Embedding AISTATS 2024 An Independence-promoting Loss for Music Generation with Language Models ICML 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 Anisotropy is Not Inherent to Transformers NAACL 2024