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Large Language Models

9,067 papers

Papers per year

Papers

Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings NAACL 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization NAACL 2024
First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models NAACL 2024
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning NAACL 2024
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024
Efficient Benchmarking (of Language Models) NAACL 2024
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks NAACL 2024
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models NAACL 2024
TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024
Low-Cost Generation and Evaluation of Dictionary Example Sentences NAACL 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models NAACL 2024
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024
Analyzing the Role of Semantic Representations in the Era of Large Language Models NAACL 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER NAACL 2024
Towards Improved Multi-Source Attribution for Long-Form Answer Generation NAACL 2024
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey NAACL 2024
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning NAACL 2024
Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024
Rectifying Demonstration Shortcut in In-Context Learning NAACL 2024
The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education NAACL 2024
Differentially Private Next-Token Prediction of Large Language Models NAACL 2024
Memory Augmented Language Models through Mixture of Word Experts NAACL 2024