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Large Language Models

6405 directly classified papers

Papers per year

Papers

Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models COLING 2025
Mitigating Label Length Bias in Large Language Models IJCNLP 2025
Observing Micromotives and Macrobehavior of Large Language Models IJCNLP 2025
From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025
SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025
Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025
Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data IJCNLP 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? IJCNLP 2025
Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025
GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference IJCNLP 2025
STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge IJCNLP 2025
LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction IJCNLP 2025
Are Humans as Brittle as Large Language Models? 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
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025