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Large Language Models

6405 directly classified papers

Papers per year

Papers

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NIPS 2024
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NIPS 2024
VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions NIPS 2024
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages NIPS 2024
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NIPS 2024
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context NIPS 2024
Improving Alignment and Robustness with Circuit Breakers NIPS 2024
Discovering Preference Optimization Algorithms with and for Large Language Models NIPS 2024
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NIPS 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NIPS 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation IJCAI 2024
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024
GRASP: A Novel Benchmark for Evaluating Language GRounding and Situated Physics Understanding in Multimodal Language Models IJCAI 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024
ScreenAgent: A Vision Language Model-driven Computer Control Agent IJCAI 2024
Memorizing Documents with Guidance in Large Language Models IJCAI 2024
NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli IJCAI 2024
Purpose Enhanced Reasoning through Iterative Prompting: Uncover Latent Robustness of ChatGPT on Code Comprehension IJCAI 2024
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024
Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024
The Art of Saying No: Contextual Noncompliance in Language Models NIPS 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024