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Large Language Models

6,405 papers

Papers per year

Papers

AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025
Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025
Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models EMNLP 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025
AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025
Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025
Depression Detection on Social Media with Large Language Models EMNLP 2025
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025
DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications EMNLP 2025
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025
<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025
ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025
GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation EMNLP 2025
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models EMNLP 2025
Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025
Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression EMNLP 2025
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025