{"total":150,"rows":[{"id":"2411.04986","title":"The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities","created":"2024-11-07","cited_by_count":69,"area":null},{"id":"2410.12299","title":"Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors","created":"2024-10-16","cited_by_count":63,"area":"mechinterp"},{"id":"2407.05975","title":"LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages","created":"2024-07-08","cited_by_count":48,"area":null},{"id":"2407.02273","title":"Language Model Alignment in Multilingual Trolley Problems","created":"2024-07-02","cited_by_count":46,"area":"alignment"},{"id":"2501.02448","title":"Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap","created":"2025-01-05","cited_by_count":43,"area":"lr"},{"id":"2407.19672","title":"SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages","created":"2024-07-29","cited_by_count":36,"area":null},{"id":"2408.04303","title":"Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP","created":"2024-08-08","cited_by_count":36,"area":null},{"id":"2406.09265","title":"Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs","created":"2024-06-13","cited_by_count":33,"area":null},{"id":"2403.10258","title":"Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models","created":"2024-03-15","cited_by_count":31,"area":null},{"id":"2406.11614","title":"Intrinsic Test of Unlearning Using Parametric Knowledge Traces","created":"2024-06-17","cited_by_count":29,"area":"safety"},{"id":"2502.21228","title":"ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer","created":"2025-02-28","cited_by_count":29,"area":null},{"id":"2601.14004","title":"Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models","created":"2026-01-20","cited_by_count":27,"area":"mechinterp"},{"id":"2406.11193","title":"MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model","created":"2024-06-17","cited_by_count":26,"area":"mllm"},{"id":"2404.17874","title":"From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets","created":"2024-04-27","cited_by_count":25,"area":null},{"id":"2407.06488","title":"Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons","created":"2024-07-09","cited_by_count":25,"area":null},{"id":"2410.05873","title":"MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment","created":"2024-10-08","cited_by_count":25,"area":null},{"id":"2410.00593","title":"Style-Specific Neurons for Steering LLMs in Text Style Transfer","created":"2024-10-01","cited_by_count":24,"area":null},{"id":"2408.10646","title":"Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs","created":"2024-08-20","cited_by_count":21,"area":null},{"id":"2505.13141","title":"Language-Specific Latent Process Hinders Cross-Lingual Performance","created":"2025-05-19","cited_by_count":21,"area":null},{"id":"2505.20546","title":"Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline","created":"2025-05-26","cited_by_count":21,"area":null},{"id":"2506.09890","title":"The Emergence of Abstract Thought in Large Language Models Beyond Any Language","created":"2025-06-11","cited_by_count":21,"area":"lr"},{"id":"2507.13618","title":"Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters","created":"2025-07-18","cited_by_count":21,"area":null},{"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":"2410.10626","title":"Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts","created":"2024-10-14","cited_by_count":17,"area":"moe"},{"id":"2507.22608","title":"Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation","created":"2025-07-30","cited_by_count":17,"area":null},{"id":"2406.16655","title":"Large Language Models Are Cross-Lingual Knowledge-Free Reasoners","created":"2024-06-24","cited_by_count":16,"area":"lr"},{"id":"2505.24635","title":"Disentangling Language and Culture for Evaluating Multilingual Large Language Models","created":"2025-05-30","cited_by_count":16,"area":null},{"id":"2501.16154","title":"AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought","created":"2025-01-27","cited_by_count":14,"area":"lr"},{"id":"2505.13772","title":"Krikri: Advancing Open Large Language Models for Greek","created":"2025-05-19","cited_by_count":14,"area":null},{"id":"2405.14117","title":"Knowledge Localization: Mission Not Accomplished? Enter Query Localization!","created":"2024-05-23","cited_by_count":13,"area":null},{"id":"2409.17912","title":"Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect","created":"2024-09-26","cited_by_count":13,"area":null},{"id":"2505.05111","title":"Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders","created":"2025-05-08","cited_by_count":13,"area":"mechinterp"},{"id":"2502.07424","title":"RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs","created":"2025-02-11","cited_by_count":12,"area":"mechinterp"},{"id":"2601.08331","title":"CLaS-Bench: A Cross-Lingual Alignment and Steering Benchmark","created":"2026-01-13","cited_by_count":12,"area":null},{"id":"2405.13816","title":"Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners","created":"2024-05-22","cited_by_count":11,"area":null},{"id":"2503.17456","title":"Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer","created":"2025-03-21","cited_by_count":11,"area":null},{"id":"2504.07440","title":"Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric","created":"2025-04-10","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":"2509.23659","title":"Aligning LLMs for Multilingual Consistency in Enterprise Applications","created":"2025-09-28","cited_by_count":11,"area":null},{"id":"2410.16930","title":"Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes","created":"2024-10-22","cited_by_count":10,"area":"lr"},{"id":"2502.11244","title":"Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment","created":"2025-02-16","cited_by_count":10,"area":"alignment"},{"id":"2506.22724","title":"The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure","created":"2025-06-28","cited_by_count":10,"area":null},{"id":"2601.14050","title":"Understanding Multilingualism in Mixture-of-Experts LLMs: Routing Mechanism, Expert Specialization, and Layerwise Steering","created":"2026-01-20","cited_by_count":10,"area":"moe"},{"id":"2408.10151","title":"Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models","created":"2024-08-19","cited_by_count":9,"area":null},{"id":"2503.15191","title":"Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems","created":"2025-03-19","cited_by_count":9,"area":"rag"},{"id":"2507.14900","title":"From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment","created":"2025-07-20","cited_by_count":9,"area":null},{"id":"2512.11437","title":"CLINIC: Evaluating Multilingual Trustworthiness in Language Models for Healthcare","created":"2025-12-12","cited_by_count":9,"area":null},{"id":"2602.16660","title":"Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment","created":"2026-02-18","cited_by_count":9,"area":"alignment"},{"id":"2502.07459","title":"PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian","created":"2025-02-11","cited_by_count":8,"area":null},{"id":"2505.21505","title":"How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective","created":"2025-05-27","cited_by_count":8,"area":null},{"id":"2510.10457","title":"Rethinking LLM Evaluation: Can We Evaluate LLMs with 200x Less Data?","created":"2025-10-12","cited_by_count":8,"area":null},{"id":"2604.14090","title":"From Weights to Activations: Is Steering the Next Frontier of Adaptation?","created":"2026-04-15","cited_by_count":8,"area":null},{"id":"2505.17101","title":"A quantitative analysis of semantic information in deep representations of text and images","created":"2025-05-21","cited_by_count":7,"area":null},{"id":"2505.23856","title":"OMNIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities","created":"2025-05-29","cited_by_count":7,"area":"safety"},{"id":"2509.01631","title":"Unraveling LLM Jailbreaks Through Safety Knowledge Neurons","created":"2025-09-01","cited_by_count":7,"area":"safety"},{"id":"2509.11414","title":"Continually Adding New Languages to Multilingual Language Models","created":"2025-09-14","cited_by_count":7,"area":null},{"id":"2408.14398","title":"On the Limitations of Language Targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning","created":"2024-08-26","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":"2412.11704","title":"Adapting Chat Language Models Using Only Target Unlabeled Language Data","created":"2024-12-16","cited_by_count":6,"area":null},{"id":"2504.13816","title":"Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations","created":"2025-04-18","cited_by_count":6,"area":null},{"id":"2509.14814","title":"ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance","created":"2025-09-18","cited_by_count":6,"area":null},{"id":"2503.24102","title":"Is Small Language Model the Silver Bullet to Low-Resource Languages Machine Translation?","created":"2025-03-31","cited_by_count":5,"area":null},{"id":"2506.01074","title":"How Programming Concepts and Neurons Are Shared in Code Language Models","created":"2025-06-01","cited_by_count":5,"area":null},{"id":"2507.12838","title":"Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?","created":"2025-07-17","cited_by_count":5,"area":null},{"id":"2507.20279","title":"What Language(s) Does Aya-23 Think In? How Multilinguality Affects Internal Language Representations","created":"2025-07-27","cited_by_count":5,"area":"lr"},{"id":"2510.13366","title":"Document Intelligence in the Era of Large Language Models: A Survey","created":"2025-10-15","cited_by_count":5,"area":null},{"id":"2512.00756","title":"MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents","created":"2025-11-30","cited_by_count":5,"area":"lr"},{"id":"2601.16390","title":"Cross-Lingual Activation Steering for Multilingual Language Models","created":"2026-01-23","cited_by_count":5,"area":"mechinterp"},{"id":"2412.08846","title":"Exploring Large Language Models on Cross-Cultural Values in Connection with Training Methodology","created":"2024-12-12","cited_by_count":4,"area":null},{"id":"2502.12476","title":"CoCo-CoLa: Evaluating and Improving Language Adherence in Multilingual LLMs","created":"2025-02-18","cited_by_count":4,"area":null},{"id":"2503.18484","title":"Benchmarking and Boosting Multilingual Capabilities of LVLMs via OCR-Centric Reinforcement Learning","created":"2025-03-24","cited_by_count":4,"area":"mllm"},{"id":"2504.10906","title":"Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From","created":"2025-04-15","cited_by_count":4,"area":null},{"id":"2504.15431","title":"Trillion 7B Technical Report","created":"2025-04-21","cited_by_count":4,"area":null},{"id":"2506.12450","title":"Language Surgery in Multilingual Large Language Models","created":"2025-06-14","cited_by_count":4,"area":null},{"id":"2506.17052","title":"From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers","created":"2025-06-20","cited_by_count":4,"area":null},{"id":"2508.02241","title":"Isolating Culture Neurons in Multilingual Large Language Models","created":"2025-08-04","cited_by_count":4,"area":null},{"id":"2601.11227","title":"Language of Thought Shapes Output Diversity in Large Language Models","created":"2026-01-16","cited_by_count":4,"area":"lr"},{"id":"2501.09127","title":"Multilingual LLMs Struggle to Link Orthography and Semantics in Bilingual Word Processing","created":"2025-01-15","cited_by_count":3,"area":null},{"id":"2502.11364","title":"Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning","created":"2025-02-17","cited_by_count":3,"area":null},{"id":"2502.11806","title":"Exploring the Translation Mechanism of Large Language Models","created":"2025-02-17","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":"2507.22581","title":"Unveiling the Influence of Amplifying Language-Specific Neurons","created":"2025-07-30","cited_by_count":3,"area":null},{"id":"2508.18381","title":"Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models","created":"2025-08-25","cited_by_count":3,"area":"mllm"},{"id":"2510.05678","title":"Gradual Code-Switching as Inference-Time Cross-Lingual Representational Alignment for LLMs","created":"2025-10-07","cited_by_count":3,"area":null},{"id":"2601.03589","title":"OLA: Output Language Alignment in Code-Switched LLM Interactions","created":"2026-01-07","cited_by_count":3,"area":"alignment"},{"id":"2601.20009","title":"LinguaMap: Which Layers of LLMs Speak Your Language and How to Tune Them?","created":"2026-01-27","cited_by_count":3,"area":null},{"id":"2602.02326","title":"Language Steering for Multilingual In-Context Learning","created":"2026-02-02","cited_by_count":3,"area":null},{"id":"2603.17945","title":"ShapleyLaw: A Game-Theoretic Approach to Multilingual Scaling Laws","created":"2026-03-18","cited_by_count":3,"area":null},{"id":"2605.22567","title":"LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance","created":"2026-05-21","cited_by_count":3,"area":"lr"},{"id":"2409.18199","title":"LangSAMP: Language-Script Aware Multilingual Pretraining","created":"2024-09-26","cited_by_count":2,"area":null},{"id":"2412.04205","title":"A Context-aware Framework for Translation-mediated Conversations","created":"2024-12-05","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":"2503.11280","title":"High-Dimensional Interlingual Representations of Large Language Models","created":"2025-03-14","cited_by_count":2,"area":null},{"id":"2505.16078","title":"Small Language Models in the Real World: Insights from Industrial Text Classification","created":"2025-05-21","cited_by_count":2,"area":null},{"id":"2505.21171","title":"M-Wanda: Improving One-Shot Pruning for Multilingual LLMs","created":"2025-05-27","cited_by_count":2,"area":null},{"id":"2505.21191","title":"Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities","created":"2025-05-27","cited_by_count":2,"area":"moe"},{"id":"2601.12374","title":"A Scalable Entity-Based Framework for Auditing Bias in Large Language Models","created":"2026-01-18","cited_by_count":2,"area":null},{"id":"2601.22620","title":"Layer-wise Swapping for Generalizable Multilingual Safety","created":"2026-01-30","cited_by_count":2,"area":"safety"},{"id":"2602.22562","title":"Layer-Targeted Multilingual Knowledge Erasure in Large Language Models","created":"2026-02-26","cited_by_count":2,"area":"safety"}],"next_cursor":"100"}