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Large Language Models

6405 directly classified papers

Papers per year

Papers

Transformer-based Causal Language Models Perform Clustering NAACL 2025
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025
An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer NAACL 2025
Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025
Constraining Sequential Model Editing with Editing Anchor Compression NAACL 2025
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education NAACL 2025
Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning NAACL 2025
Deploying Multi-task Online Server with Large Language Model COLING 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
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty NAACL 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025
On the effective transfer of knowledge from English to Hindi Wikipedia COLING 2025
Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation NAACL 2025
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025
Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025
Keep Guessing? When Considering Inference Scaling, Mind the Baselines NAACL 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025
Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025