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Large Language Models

6405 directly classified papers

Papers per year

Papers

Hallucinations in Code Change to Natural Language Generation: Prevalence and Evaluation of Detection Metrics IJCNLP 2025
Differential Mamba IJCNLP 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025
Learning a Continue-Thinking Token for Enhanced Test-Time Scaling IJCNLP 2025
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025
CULTURALLY YOURS: A Reading Assistant for Cross-Cultural Content COLING 2025
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025
Observing Micromotives and Macrobehavior of Large Language Models IJCNLP 2025
SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge IJCNLP 2025
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction IJCNLP 2025
LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025
Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation 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
STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025