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Foundation Models

4,845 papers

Papers per year

Papers

Graph of Thoughts: Solving Elaborate Problems with Large Language Models AAAI 2024
When Do Program-of-Thought Works for Reasoning? AAAI 2024
Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory AAAI 2024
CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions AAAI 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024
Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024
LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation AAAI 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality 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
Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models AAAI 2024
Exploring Transformer Extrapolation AAAI 2024
Graph Neural Prompting with Large Language Models AAAI 2024
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024
Get an A in Math: Progressive Rectification Prompting AAAI 2024
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024
History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024
CK12: A Rounded K12 Knowledge Graph Based Benchmark for Chinese Holistic Cognition Evaluation AAAI 2024
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine AAAI 2024
LLMEval: A Preliminary Study on How to Evaluate Large Language Models AAAI 2024
UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024
From Statistical Relational to Neuro-Symbolic Artificial Intelligence AAAI 2024