Artificial Intelligence › Core AI ›

Large Language Models

6405 directly classified papers

Papers per year

Papers

URPO: A Unified Reward & Policy Optimization Framework for Large Language Models AAAI 2026

Quantitative Analysis of Rhyme and Metre in LLM-generated Translations of Poetry EACL 2026

DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts AAAI 2026

SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis AAAI 2026

ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026

Large Sign Language Models: Toward 3D American Sign Language Translation WACV 2026

Harnessing Consistency for Robust Test-Time LLM Ensemble EACL 2026

DEALT: LLM-driven Diversity-Enhanced Data Augmentation for Long-Tail Text Classification AAAI 2026

SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models AAAI 2026

RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026

Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025

ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025

Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025

Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025

Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025

Reasoning Models Reason Well, Until They Don’t IJCNLP 2025

Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models IJCNLP 2025

Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025

Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge IJCNLP 2025

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025

An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025

LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025

FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025

EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025

Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025