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Large Language Models

7,668 papers

Papers per year

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Papers

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024
QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models EMNLP 2024
Unsupervised Human Preference Learning EMNLP 2024
Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024
LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
MTLS: Making Texts into Linguistic Symbols EMNLP 2024
A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024
Decompose and Compare Consistency: Measuring VLMs’ Answer Reliability via Task-Decomposition Consistency Comparison EMNLP 2024
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation EMNLP 2024
Conditional and Modal Reasoning in Large Language Models EMNLP 2024
Advancing Large Language Model Attribution through Self-Improving EMNLP 2024
Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024
Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting EMNLP 2024
Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Where is the signal in tokenization space? EMNLP 2024
Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024
When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024
Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024