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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models COLING 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025 Retrieval-Augmented Generation with Hierarchical Knowledge EMNLP 2025 Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding ICML 2025 Retrieval-Augmented Language Models are Mimetic Theorem Provers EMNLP 2025 Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025 Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025 Retrieval Head Mechanistically Explains Long-Context Factuality ICLR 2025 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation AACL 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025 Reveal-Bangla: A Dataset for Cross-Lingual Multi-Step Reasoning Evaluation AACL 2025 Revealing and Mitigating Over-Attention in Knowledge Editing ICLR 2025 Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025 Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025 Revealing the Inherent Instructability of Pre-Trained Language Models EMNLP 2025 REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025 Reverse Modeling in Large Language Models NAACL 2025 Reverse Preference Optimization for Complex Instruction Following ACL 2025 Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders EMNLP 2025