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Large Language Models

2678 directly classified papers

Papers per year

Papers

Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics NIPS 2024
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NIPS 2024
Mitigating Object Hallucination via Concentric Causal Attention NIPS 2024
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration NIPS 2024
ConStat: Performance-Based Contamination Detection in Large Language Models NIPS 2024
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NIPS 2024
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers NIPS 2024
Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024
Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology AAAI 2024
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models AAAI 2024
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis AAAI 2024
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024
Small Language Model Can Self-Correct AAAI 2024
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024
Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024
Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models AAAI 2024
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy AAAI 2024
Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract) AAAI 2024
Intersection of Artificial Intelligence and Medical Education (Student Abstract) AAAI 2024
Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract) AAAI 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024