Representation Learning

Invariant subspaces and PCA in nearly matrix multiplication time NeurIPS 2024 Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions NeurIPS 2024 Invertible Residual Rescaling Models IJCAI 2024 Investigating grammatical abstraction in language models using few-shot learning of novel noun gender EACL 2024 Investigating Layer Importance in Large Language Models EMNLP 2024 Investigating the Benefits of Projection Head for Representation Learning ICLR 2024 Investigating the Impact of Different Graph Representations for Relation Extraction with Graph Neural Networks COLING 2024 Investigating the Influence of Stance-Taking on Conversational Timing of Task-Oriented Speech Interspeech 2024 Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents EMNLP 2024 IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images CVPR 2024 IPO: Interpretable Prompt Optimization for Vision-Language Models NeurIPS 2024 Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024 Is Child-Directed Speech Effective Training Data for Language Models? EMNLP 2024 Is Mamba Capable of In-Context Learning? AutoML 2024 ISO 24617-8 Applied: Insights from Multilingual Discourse Relations Annotation in English, Polish, and Portuguese COLING 2024 Isometric Representation Learning for Disentangled Latent Space of Diffusion Models ICML 2024 Isotropy, Clusters, and Classifiers ACL 2024 Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization NeurIPS 2024 Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text EMNLP 2024 Iterative Prototype Refinement for Ambiguous Speech Emotion Recognition Interspeech 2024 iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction AAAI 2024 iVideoGPT: Interactive VideoGPTs are Scalable World Models NeurIPS 2024 JaParaPat: A Large-Scale Japanese-English Parallel Patent Application Corpus COLING 2024 Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever EMNLP 2024 Joint Inference of Retrieval and Generation for Passage Re-ranking EACL 2024