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Large Language Models

9,067 papers

Papers per year

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Papers

On Training Data Influence of GPT Models EMNLP 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024
A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation EMNLP 2024
What do Large Language Models Need for Machine Translation Evaluation? EMNLP 2024
Conditional and Modal Reasoning in Large Language Models EMNLP 2024
Advancing Large Language Model Attribution through Self-Improving EMNLP 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Private Language Models via Truncated Laplacian Mechanism 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
An Analysis of Multilingual FActScore EMNLP 2024
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models EMNLP 2024
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation EMNLP 2024
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024
Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024
KidLM: Advancing Language Models for Children – Early Insights and Future Directions EMNLP 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024