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Large Language Models

6405 directly classified papers

Papers per year

Papers

ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
Evaluating Calibration of Arabic Pre-trained Language Models on Dialectal Text COLING 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts COLING 2025
Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025
ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction COLING 2025
Towards an operative definition of creative writing: a preliminary assessment of creativeness in AI and human texts COLING 2025
Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025
Differential Mamba IJCNLP 2025
Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System NAACL 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025
Verifiable Format Control for Large Language Model Generations NAACL 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025
Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting NAACL 2025
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025
On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents NAACL 2025
ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding NAACL 2025
iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English SEMEVAL 2025