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Representation Learning

18,863 papers

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Papers

A Template Is All You Meme NAACL 2025
Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025
Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025
A Distributional Perspective on Word Learning in Neural Language Models NAACL 2025
Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French NAACL 2025
Characterizing the Role of Similarity in the Property Inferences of Language Models NAACL 2025
Automatically Discovering How Misogyny is Framed on Social Media NAACL 2025
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models NAACL 2025
STRUX: An LLM for Decision-Making with Structured Explanations NAACL 2025
Computational Discovery of Chiasmus in Ancient Religious Text NAACL 2025
Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces NAACL 2025
Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity NAACL 2025
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations NAACL 2025
Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025
DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph NAACL 2025
Does Self-Attention Need Separate Weights in Transformers? NAACL 2025
ConQuer: A Framework for Concept-Based Quiz Generation NAACL 2025
Self-Vocabularizing Training for Neural Machine Translation NAACL 2025
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search NAACL 2025
How many words does it take to understand a low-resource language? NAACL 2025
Linear Relational Decoding of Morphology in Language Models NAACL 2025
METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets NAACL 2025
PEMV: Improving Spatial Distribution for Emotion Recognition in Conversations Using Proximal Emotion Mean Vectors NAACL 2025
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery NAACL 2025