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Foundation Models

4,845 papers

Papers per year

Papers

UoG Siephers at “Discharge Me!”: Exploring Ways to Generate Synthetic Patient Notes From Multi-Part Electronic Health Records ACL 2024
Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes NAACL 2024
LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024
LPNL: Scalable Link Prediction with Large Language Models ACL 2024
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment IJCAI 2024
News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024
Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey ACL 2024
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
LLMEval: A Preliminary Study on How to Evaluate Large Language Models AAAI 2024
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models EMNLP 2024
Resonance RoPE: Improving Context Length Generalization of Large Language Models ACL 2024
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold NIPS 2024
Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024
InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024
Analyzing Large Language Models’ Capability in Location Prediction COLING 2024
Functional Overlap Reranking for Neural Code Generation ACL 2024
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets EMNLP 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024
Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024
Finetuning LLMs for Automatic Concept to TTI Prompt Generation (Student Abstract) AAAI 2024
Instruction Tuning With Loss Over Instructions NIPS 2024
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing ACL 2024
Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024