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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

R-BPE: Improving BPE-Tokenizers with Token Reuse EMNLP 2025 RCScore: Quantifying Response Consistency in Large Language Models EMNLP 2025 Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025 REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025 Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? NAACL 2025 Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization EMNLP 2025 Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025 RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis ACL 2025 Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025 REALM: A Dataset of Real-World LLM Use Cases ACL 2025 REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025 Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025 ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks ACL 2025 Reason from Future: Reverse Thought Chain Enhances LLM Reasoning ACL 2025 ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths ACL 2025 Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025 Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models Interspeech 2025 Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference ACL 2025 Reasoning Elicitation in Language Models via Counterfactual Feedback ICLR 2025 Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation ACL 2025 Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning COLING 2025 ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025 ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models IJCNLP 2025 Recent Advancements and Challenges of Turkic Central Asian Language Processing COLING 2025 Recent Advances in Speech Language Models: A Survey ACL 2025