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Large Language Models

9,067 papers

Papers per year

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Papers

Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024
ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024
Adapting LLMs for Structured Natural Language API Integration EMNLP 2024
OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024
Value Alignment from Unstructured Text EMNLP 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024
Systematic Evaluation of Long-Context LLMs on Financial Concepts EMNLP 2024
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024
Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP 2024
Sequential LLM Framework for Fashion Recommendation EMNLP 2024
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024
Patentformer: A Novel Method to Automate the Generation of Patent Applications EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024
Intent Detection in the Age of LLMs EMNLP 2024
GraphQL Query Generation: A Large Training and Benchmarking Dataset EMNLP 2024
Mixture of Diverse Size Experts EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets EMNLP 2024
Can Large Language Models Identify Authorship? EMNLP 2024
TransLLaMa: LLM-based Simultaneous Translation System EMNLP 2024