{"total":51,"rows":[{"id":"2503.09567","title":"Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models","created":"2025-03-12","cited_by_count":384,"area":"lr"},{"id":"2504.15585","title":"A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment","created":"2025-04-22","cited_by_count":116,"area":"lr"},{"id":"2405.12819","title":"Large Language Models Meet NLP: A Survey","created":"2024-05-21","cited_by_count":103,"area":null},{"id":"2410.05695","title":"Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought","created":"2024-10-08","cited_by_count":56,"area":"lr"},{"id":"2407.10264","title":"What Makes and Breaks Safety Fine-tuning? A Mechanistic Study","created":"2024-07-14","cited_by_count":55,"area":"safety"},{"id":"2505.24119","title":"The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It","created":"2025-05-30","cited_by_count":45,"area":"safety"},{"id":"2502.09674","title":"The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions","created":"2025-02-13","cited_by_count":41,"area":"lr"},{"id":"2404.11553","title":"Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages","created":"2024-04-17","cited_by_count":38,"area":null},{"id":"2505.00551","title":"100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models","created":"2025-05-01","cited_by_count":30,"area":"lr"},{"id":"2410.02650","title":"Undesirable Memorization in Large Language Models: A Survey","created":"2024-10-03","cited_by_count":29,"area":null},{"id":"2410.08964","title":"Language Imbalance Driven Rewarding for Multilingual Self-improving","created":"2024-10-11","cited_by_count":28,"area":"synth"},{"id":"2410.12883","title":"Scaling Laws for Multilingual Language Models","created":"2024-10-15","cited_by_count":23,"area":null},{"id":"2405.11357","title":"Large Language Models Lack Understanding of Character Composition of Words","created":"2024-05-18","cited_by_count":22,"area":null},{"id":"2407.07342","title":"Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture","created":"2024-07-10","cited_by_count":22,"area":"alignment"},{"id":"2508.19855","title":"Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning","created":"2025-08-27","cited_by_count":22,"area":"lr"},{"id":"2406.13940","title":"AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought","created":"2024-06-20","cited_by_count":19,"area":"lr"},{"id":"2411.11072","title":"Multilingual Large Language Models: A Systematic Survey","created":"2024-11-17","cited_by_count":18,"area":null},{"id":"2501.03681","title":"SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment","created":"2025-01-07","cited_by_count":18,"area":"lr"},{"id":"2405.16661","title":"RLSF: Fine-tuning LLMs via Symbolic Feedback","created":"2024-05-26","cited_by_count":14,"area":"alignment"},{"id":"2503.07539","title":"XIFBench: Evaluating Large Language Models on Multilingual Instruction Following","created":"2025-03-10","cited_by_count":11,"area":null},{"id":"2505.12584","title":"Improving Multilingual Language Models by Aligning Representations through Steering","created":"2025-05-19","cited_by_count":11,"area":null},{"id":"2605.09548","title":"Crosslingual On-Policy Self-Distillation for Multilingual Reasoning","created":"2026-05-10","cited_by_count":10,"area":"lr"},{"id":"2504.15241","title":"MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety","created":"2025-04-21","cited_by_count":9,"area":"lr"},{"id":"2407.16724","title":"Structure-aware Domain Knowledge Injection for Large Language Models","created":"2024-07-23","cited_by_count":6,"area":null},{"id":"2410.04407","title":"Lens: Rethinking Multilingual Enhancement for Large Language Models","created":"2024-10-06","cited_by_count":6,"area":"lr"},{"id":"2505.11665","title":"Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks","created":"2025-05-16","cited_by_count":6,"area":null},{"id":"2405.20090","title":"Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models","created":"2024-05-30","cited_by_count":5,"area":"mllm"},{"id":"2412.04774","title":"Foundation Models for Low-Resource Language Education (Vision Paper)","created":"2024-12-06","cited_by_count":5,"area":null},{"id":"2504.02890","title":"Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding","created":"2025-04-02","cited_by_count":5,"area":"lr"},{"id":"2404.12734","title":"Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer","created":"2024-04-19","cited_by_count":4,"area":null},{"id":"2410.17532","title":"Responsible Multilingual Large Language Models: A Survey of Development, Applications, and Societal Impact","created":"2024-10-23","cited_by_count":3,"area":null},{"id":"2411.17401","title":"One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models","created":"2024-11-26","cited_by_count":3,"area":null},{"id":"2412.13375","title":"Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation","created":"2024-12-17","cited_by_count":3,"area":null},{"id":"2505.24409","title":"When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering","created":"2025-05-30","cited_by_count":3,"area":"lr"},{"id":"2602.02326","title":"Language Steering for Multilingual In-Context Learning","created":"2026-02-02","cited_by_count":3,"area":null},{"id":"2412.02775","title":"Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training","created":"2024-12-03","cited_by_count":2,"area":null},{"id":"2412.12686","title":"Exploring Cross-lingual Latent Transplantation: Mutual Opportunities and Open Challenges","created":"2024-12-17","cited_by_count":2,"area":null},{"id":"2505.03501","title":"BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models","created":"2025-05-06","cited_by_count":2,"area":"safety"},{"id":"2507.14032","title":"KROMA: Ontology Matching with Knowledge Retrieval and Large Language Models","created":"2025-07-18","cited_by_count":2,"area":null},{"id":"2507.14894","title":"SASFT: Sparse Autoencoder-guided Supervised Finetuning to Mitigate Unexpected Code-Switching in LLMs","created":"2025-07-20","cited_by_count":2,"area":"mechinterp"},{"id":"2509.08105","title":"MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning","created":"2025-09-09","cited_by_count":2,"area":"lr"},{"id":"2604.21593","title":"Language as a Latent Variable for Reasoning Optimization","created":"2026-04-23","cited_by_count":2,"area":"lr"},{"id":"2412.15907","title":"Development of a Large-scale Dataset of Chest Computed Tomography Reports in Japanese and a High-performance Finding Classification Model","created":"2024-12-20","cited_by_count":1,"area":null},{"id":"2503.04064","title":"Uncovering inequalities in new knowledge learning by large language models across different languages","created":"2025-03-06","cited_by_count":1,"area":null},{"id":"2510.17332","title":"iDETEX: Empowering MLLMs for Intelligent DETailed EXplainable IQA","created":"2025-10-20","cited_by_count":1,"area":null},{"id":"2407.20557","title":"CELLM: An Efficient Communication in Large Language Models Training for Federated Learning","created":"2024-07-30","cited_by_count":0,"area":null},{"id":"2410.06973","title":"Personal Intelligence System UniLM: Hybrid On-Device Small Language Model and Server-Based Large Language Model for Malay Nusantara","created":"2024-10-09","cited_by_count":0,"area":null},{"id":"2411.04308","title":"Improving Bilingual Capabilities of Language Models to Support Diverse Linguistic Practices in Education","created":"2024-11-06","cited_by_count":0,"area":null},{"id":"2602.00497","title":"Culturally-Grounded Governance for Multilingual Language Models: Rights, Data Boundaries, and Accountable AI Design","created":"2026-01-31","cited_by_count":0,"area":null},{"id":"2603.25178","title":"Bilingual Text-to-Motion Generation: A New Benchmark and Baselines","created":"2026-03-26","cited_by_count":0,"area":null},{"id":"2609.36214","title":"Lost in Translation: Measuring the Effect of Non-Native English on End User Performance of Large Language Models","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}