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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025 Searchable Language Documentation Corpora: DoReCo meets TEITOK ACL 2025 Searching for Optimal Solutions with LLMs via Bayesian Optimization ICLR 2025 Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search IJCAI 2025 Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025 Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer ICLR 2025 SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph IJCAI 2025 SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding COLING 2025 SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies NAACL 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Selected Languages are All You Need for Cross-lingual Truthfulness Transfer COLING 2025 Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ACL 2025 SELEXINI – a large and diverse automatically parsed corpus of French COLING 2025 SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025 Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025 Self-Correction Makes LLMs Better Parsers EMNLP 2025 Self-Critique and Refinement for Faithful Natural Language Explanations EMNLP 2025 Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 SELF-EVOLVED REWARD LEARNING FOR LLMS ICLR 2025 Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ACL 2025 Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025 Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025