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Large Language Models

9,067 papers

Papers per year

Papers

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search NAACL 2024
Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems NAACL 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024
Solving General Natural-Language-Description Optimization Problems with Large Language Models NAACL 2024
Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain NAACL 2024
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024
Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency? NAACL 2024
On-the-Fly Fusion of Large Language Models and Machine Translation NAACL 2024
LLM-Rec: Personalized Recommendation via Prompting Large Language Models NAACL 2024
Solving Data-centric Tasks using Large Language Models NAACL 2024
A Novel Paradigm Boosting Translation Capabilities of Large Language Models NAACL 2024
Measuring Social Norms of Large Language Models NAACL 2024
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems NAACL 2024
GEE! Grammar Error Explanation with Large Language Models NAACL 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations NAACL 2024
CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models NAACL 2024
The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation NAACL 2024
Can Public Large Language Models Help Private Cross-device Federated Learning? NAACL 2024
Aligning Large Language Models with Recommendation Knowledge NAACL 2024
SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language Model NAACL 2024
What Makes Math Word Problems Challenging for LLMs? NAACL 2024
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models NAACL 2024
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages NAACL 2024
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems NAACL 2024
Instruction Tuning with Human Curriculum NAACL 2024