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Large Language Models

9067 directly classified papers

Papers per year

Papers

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025
Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues ACL 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
A Practical Analysis of Human Alignment with *PO NAACL 2025
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025
Tokenization is Sensitive to Language Variation ACL 2025
Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ACL 2025
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models NAACL 2025
BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025
Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025
LITERA: An LLM Based Approach to Latin-to-English Translation NAACL 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025
Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025
Embracing Large Language Models in Traffic Flow Forecasting ACL 2025
MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025
Multi-Prompting Decoder Helps Better Language Understanding ACL 2025
LLMs for Extremely Low-Resource Finno-Ugric Languages NAACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025