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Large Language Models

6405 directly classified papers

Papers per year

Papers

PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NIPS 2024
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NIPS 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NIPS 2024
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NIPS 2024
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration NIPS 2024
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NIPS 2024
FinBen: A Holistic Financial Benchmark for Large Language Models NIPS 2024
ContextCite: Attributing Model Generation to Context NIPS 2024
UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024
Implicit Optimization Bias of Next-token Prediction in Linear Models NIPS 2024
SnapKV: LLM Knows What You are Looking for Before Generation NIPS 2024
Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NIPS 2024
Neuro-Symbolic Data Generation for Math Reasoning NIPS 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NIPS 2024
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NIPS 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NIPS 2024
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages NIPS 2024
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing NIPS 2024
AlphaMath Almost Zero: Process Supervision without Process NIPS 2024
RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
Enhancing LLM Reasoning via Vision-Augmented Prompting NIPS 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning NIPS 2024
Protecting Your LLMs with Information Bottleneck NIPS 2024
UQE: A Query Engine for Unstructured Databases NIPS 2024