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Large Language Models

6,405 papers

Papers per year

Papers

Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025
AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025
Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025
Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025
Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models EMNLP 2025
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning EMNLP 2025
Adaptively profiling models with task elicitation EMNLP 2025
TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? EMNLP 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction EMNLP 2025
HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025
Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025
ReSeeding Latent States for Sequential Language Understanding EMNLP 2025
Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025
Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025
Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding EMNLP 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025
Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment EMNLP 2025
CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025
How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison EMNLP 2025
Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making EMNLP 2025