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Representation Learning

2843 directly classified papers

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Papers

Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025
Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025
Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025
I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025
Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025
Condensing Action Segmentation Datasets via Generative Network Inversion CVPR 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025
Designing and Contextualising Probes for African Languages ACL 2025
Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025
Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025
Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025
Information Locality as an Inductive Bias for Neural Language Models ACL 2025
Language Models Grow Less Humanlike beyond Phase Transition ACL 2025
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025
Improving Multimodal Learning via Imbalanced Learning ICCV 2025
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025
ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation CVPR 2025