open-source model

A Comparative Evaluation of Open-Source Models for Russian-Kazakh Translation EACL 2026 MBZUAI at AMIYA Shared Task 2026: Adapting Open-Source LLMs for Dialectal Arabic EACL 2026 Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study AAAI 2026 Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025 Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring ACL 2025 CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs AACL 2025 EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs COLING 2025 Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025 FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025 Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025 OS-ATLAS: Foundation Action Model for Generalist GUI Agents ICLR 2025 Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025 Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025 SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ACL 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models ICML 2025 User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services ACL 2025 Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation ICLR 2024 DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024 FZI-WIM at AVeriTeC Shared Task: Real-World Fact-Checking with Question Answering EMNLP 2024 How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities NAACL 2024 Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives NeurIPS 2024 Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024 OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer Interspeech 2024 Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model NAACL 2024