Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer DynamicsCohere · arXiv (Cornell University)Apr 23, 2025Robust and Fine-Grained Detection of AI Generated TextsCohere · arXiv (Cornell University)2 citationsApr 16, 2025Kaleidoscope: In-language Exams for Massively Multilingual Vision EvaluationCohere · arXiv (Cornell University)Apr 9, 2025Atla Selene Mini: A General Purpose Evaluation ModelCohere · arXiv (Cornell University)1 citationJan 27, 2025Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationCohere, Hugging Face · Annual Meeting of the Association for Computational Linguistics (ACL)13 citationsJan 1, 2025MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse InstructionsCohere · Transactions of the Association for Computational Linguistics3 citationsJan 1, 2025From Tools to Teammates: Evaluating LLMs in Multi-Session Coding InteractionsCohere · Annual Meeting of the Association for Computational Linguistics (ACL)2 citationsJan 1, 2025Down-Sampling Inter-layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image RecognitionCohere · Lecture notes in computer science2 citationsJan 1, 2025When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMsCohere · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of ExpertsCohere · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025M-RewardBench: Evaluating Reward Models in Multilingual SettingsAllen Institute for AI, Cohere · Annual Meeting of the Association for Computational Linguistics (ACL)1 citationJan 1, 2025Embedding Geometries of Contrastive Language-Image Pre-trainingCohere · Lecture notes in computer science1 citationJan 1, 2025Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native PerformanceCohere · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025DSBC : Data Science task Benchmarking with Context engineeringCohere · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025Observing Micromotives and Macrobehavior of Large Language ModelsCohere · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language RepresentationsCohere · Workshop on Multilingual Representation Learning (MRL)Jan 1, 2025Language Surgery in Multilingual Large Language ModelsCohere · Workshop on Multilingual Representation Learning (MRL)Jan 1, 2025ShiQ: Bringing back Bellman to LLMsCohere, Mistral AI · neural information processing systemsJan 1, 2025A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps UsersCohere · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025Estimating Machine Translation DifficultyCohere · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025Tracing the Representation Geometry of Language Models from Pretraining to Post-trainingAlphabet, Cohere, Google DeepMind · neural information processing systemsJan 1, 2025Reverse Engineering Human Preferences with Reinforcement LearningCohere, Google DeepMind · neural information processing systemsJan 1, 2025Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time MarkersCohere · neural information processing systemsJan 1, 2025Rope to Nope and Back Again: A New Hybrid Attention StrategyCohere · neural information processing systemsJan 1, 2025