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Representation Learning

2843 directly classified papers

Papers per year

Papers

Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025
Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025
SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders ICCV 2025
Efficient Document-level Event Relation Extraction NAACL 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025
Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
The discordance between embedded ethics and cultural inference in large language models EMNLP 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Transferring Extreme Subword Style Using Ngram Model-Based Logit Scaling NAACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
Hierarchical Attention Generates Better Proofs ACL 2025
Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025
Contrastive Flow Matching ICCV 2025
Representation-driven Option Discovery in Reinforcement Learning AAAI 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025
Hard Emotion Test Evaluation Sets for Language Models NAACL 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
Avoiding Copyright Infringement via Large Language Model Unlearning NAACL 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025