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Large Language Models

6,405 papers

Papers per year

Papers

CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025
Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025
Spoken Conversational Agents with Large Language Models EMNLP 2025
NLP+Code: Code Intelligence in Language Models EMNLP 2025
Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025
Neuro-Symbolic Natural Language Processing EMNLP 2025
Continual Learning of Large Language Models EMNLP 2025
Automating Alternative Generation in Decision-Making EMNLP 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025
Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025
Toward Optimal LLM Alignments Using Two-Player Games EMNLP 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use EMNLP 2025
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin EMNLP 2025
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework EMNLP 2025