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Representation Learning

2843 directly classified papers

Papers per year

Papers

How Persuasive Is Your Context? EMNLP 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages EMNLP 2025
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization CVPR 2025
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025
Do Your Best and Get Enough Rest for Continual Learning CVPR 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025
Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
The discordance between embedded ethics and cultural inference in large language models EMNLP 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025
Avoiding Copyright Infringement via Large Language Model Unlearning NAACL 2025
Learning conditional distributions on continuous spaces JMLR 2025