Representation Learning

Towards the TopMost: A Topic Modeling System Toolkit ACL 2024 Towards Transferable Targeted 3D Adversarial Attack in the Physical World CVPR 2024 Towards Translating Objective Product Attributes Into Customer Language NAACL 2024 Towards Understanding Evolving Patterns in Sequential Data NeurIPS 2024 Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens NeurIPS 2024 Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features ICML 2024 Towards Universal Mesh Movement Networks NeurIPS 2024 Towards Variable and Coordinated Holistic Co-Speech Motion Generation CVPR 2024 Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network NeurIPS 2024 Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge EACL 2024 Tracking the perspectives of interacting language models EMNLP 2024 Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks ICLR 2024 Training a Tucker Model With Shared Factors: a Riemannian Optimization Approach AISTATS 2024 Training Data Attribution via Approximate Unrolling NeurIPS 2024 Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation EMNLP 2024 Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024 Trajectory Improvement and Reward Learning from Comparative Language Feedback CoRL 2024 Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization NAACL 2024 Transcendence: Generative Models Can Outperform The Experts That Train Them NeurIPS 2024 Transcoders find interpretable LLM feature circuits NeurIPS 2024 Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ACL 2024 Transferable Boltzmann Generators NeurIPS 2024 Transfer Learning for Latent Variable Network Models NeurIPS 2024 Transferring disentangled representations: bridging the gap between synthetic and real images NeurIPS 2024 Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection COLING 2024