← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18863 directly classified papers

Papers per year

Papers

S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
Hierarchical Memory Organization for Wikipedia Generation ACL 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling ACL 2025
Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025
Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025
Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ACL 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025
Probing Subphonemes in Morphology Models ACL 2025
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages ACL 2025