Natural Language Processing

RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ACL 2025 Rust-doctor: Enhanced Feature for Rust Ownership and Lifetime Repair with Balanced Training Data Generation EMNLP 2025 RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy NAACL 2025 S2LPP: Small-to-Large Prompt Prediction across LLMs EMNLP 2025 S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency NAACL 2025 S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025 S3 - Semantic Signal Separation ACL 2025 s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025 Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SemEval 2025 SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025 SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025 SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability ICML 2025 SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025 Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification ACL 2025 Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging EMNLP 2025 Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? EMNLP 2025 Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection ACL 2025 SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention EMNLP 2025 SafeLawBench: Towards Safe Alignment of Large Language Models ACL 2025 SafePersuasion: A Dataset, Taxonomy, and Baselines for Analysis of Rational Persuasion and Manipulation IJCNLP 2025 SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model ACL 2025 SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models ACL 2025 SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP 2025