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Foundation Models

4,845 papers

Papers per year

Papers

Revisiting subword tokenization: A case study on affixal negation in large language models NAACL 2024
Aligning Large Language Models for Controllable Recommendations ACL 2024
Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters JMLR 2024
ISEP_Presidency_University at MLSP 2024 Shared Task: Using GPT-3.5 to Generate Substitutes for Lexical Simplification NAACL 2024
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation NAACL 2024
Simulating Diverse Patient Populations Using Patient Vignettes and Large Language Models COLING 2024
HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024
Dynamic Prompt Optimizing for Text-to-Image Generation CVPR 2024
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NIPS 2024
Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention EMNLP 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models NAACL 2024
Effective In-Context Example Selection through Data Compression ACL 2024
Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding Are Both the Problem EMNLP 2024
RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress ACL 2024
CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models EMNLP 2024
LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP 2024
Training-Free Object Counting With Prompts WACV 2024