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Large Language Models

7,668 papers

Papers per year

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Papers

Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025
From Teacher to Student: Tracking Memorization Through Model Distillation ACL 2025
Understanding Verbatim Memorization in LLMs Through Circuit Discovery ACL 2025
Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025
Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
Empirical Evaluation of Loss Masking to Selectively Prevent Memorization ACL 2025
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025
Memorization: A Close Look at Books ACL 2025
Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025
Annotating Spatial Descriptions in Literary and Non-Literary Text ACL 2025
UTF: Under-trained Tokens as Fingerprints —— a Novel Approach to LLM Identification ACL 2025
RedHit: Adaptive Red-Teaming of Large Language Models via Search, Reasoning, and Preference Optimization ACL 2025
Using Humor to Bypass Safety Guardrails in Large Language Models ACL 2025
LongSafety: Enhance Safety for Long-Context LLMs ACL 2025
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025
X-Guard: Multilingual Guard Agent for Content Moderation ACL 2025
1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025
Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency ACL 2025
SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025
Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models ACL 2025
CAPTURE: Context-Aware Prompt Injection Testing and Robustness Enhancement ACL 2025