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Large Language Models

6,405 papers

Papers per year

Papers

C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024
PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing EMNLP 2024
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? EMNLP 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation EMNLP 2024
Do Large Language Models Know How Much They Know? EMNLP 2024
Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024
On the Reliability of Psychological Scales on Large Language Models EMNLP 2024
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024
Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts EMNLP 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024
Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024
Personas as a Way to Model Truthfulness in Language Models EMNLP 2024
Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024
EPO: Hierarchical LLM Agents with Environment Preference Optimization EMNLP 2024
Detection and Measurement of Syntactic Templates in Generated Text EMNLP 2024
Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024
Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models EMNLP 2024