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Large Language Models

6405 directly classified papers

Papers per year

Papers

VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025
Mutual-Taught for Co-adapting Policy and Reward Models ACL 2025
Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models ACL 2025
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025
Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025
Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025
SCULPT: Systematic Tuning of Long Prompts ACL 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025
Neuron-Level Sequential Editing for Large Language Models ACL 2025
Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025
On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025
ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025
Logical forms complement probability in understanding language model (and human) performance ACL 2025
Length Controlled Generation for Black-box LLMs ACL 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
SNAP: Semantic Stories for Next Activity Prediction AAAI 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025