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Large Language Models

7,668 papers

Papers per year

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Papers

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
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