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Large Language Models

6,405 papers

Papers per year

Papers

SLOT: Structuring the Output of Large Language Models EMNLP 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring EMNLP 2025
Towards Enforcing Company Policy Adherence in Agentic Workflows EMNLP 2025
Banking Done Right: Redefining Retail Banking with Language-Centric AI EMNLP 2025
Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt Generation for Enhanced LLM Content Moderation EMNLP 2025
Controllable Clustering with LLM-driven Embeddings EMNLP 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025
Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025
Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025
LLMs on a Budget? Say HOLA EMNLP 2025
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025
REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025
On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025