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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025 Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets IJCNLP 2025 Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025 ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025 Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment NAACL 2025 ReIFE: Re-evaluating Instruction-Following Evaluation NAACL 2025 Rejected Dialects: Biases Against African American Language in Reward Models NAACL 2025 Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models AAAI 2025 Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors EMNLP 2025 ReLearn: Unlearning via Learning for Large Language Models ACL 2025 RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025 Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers EMNLP 2025 Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL 2025 Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions NAACL 2025 Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery ICLR 2025 Reliable and Efficient Amortized Model-based Evaluation ICML 2025 ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments EMNLP 2025 Reliable, Reproducible, and Really Fast Leaderboards with Evalica COLING 2025 RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025 ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling EMNLP 2025 REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025 RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process NAACL 2025 RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater AAAI 2025 Repetition Improves Language Model Embeddings ICLR 2025 Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025