Trevor Cohn
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- DyNet: The Dynamic Neural Network Toolkit
2017/01/15 by Graham Neubig, Chris Dyer, Neubig, Graham +48 · 2 voices · 15 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Mathematical Software (cs.MS) #Neural Networks and Applications #Time Series Analysis and Forecasting #Topic Modeling #cs.CL #cs.MS #stat.ML
- Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine\n Translation Evaluation Metrics
2020/06/11 by Nitika Mathur, Mathur, Nitika, Timothy Baldwin +3 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Language models are not naysayers: An analysis of language models on negation benchmarks
2023/06/14 by Thinh Hung Truong, Timothy Baldwin, Truong, Thinh Hung +5 · 1 voice · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- The Next Chapter: A Study of Large Language Models in Storytelling
2023/01/24 by Zhuohan Xie, Trevor Cohn, Xie, Zhuohan +3 · 9 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Contrastive Learning for Fair Representations
2021/09/22 by Aili Shen, Xudong Han, Shen, Aili +7 · 3 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Criminal Justice and Corrections Analysis #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility\n of Vector Differences for Lexical Relation Learning
2015/09/05 by Ekaterina Vylomova, Vylomova, Ekaterina, Laura Rimell +5 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks
2023/05/25 by Xuanli He, He, Xuanli, Jun Wang +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation
2024/02/20 by Zheng Wei Lim, Ekaterina Vylomova, Lim, Zheng Wei +5 · 2 citations
Decision Sciences · Mathematics · #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Multi-Criteria Decision Making
- Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation
2024/12/14 by Sukai Huang, Trevor Cohn, Huang, Sukai +3 · 3 citations
Business, Management and Accounting · Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Ethics and Regulation #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovation Policy and R&D #Private Equity and Venture Capital
- It is Not as Good as You Think! Evaluating Simultaneous Machine Translation on Interpretation Data
2021/10/11 by Jinming Zhao, Zhao, Jinming, Philip Arthur +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Towards Equal Opportunity Fairness through Adversarial Learning
2022/03/12 by Xudong Han, Timothy Baldwin, Han, Xudong +3 · 1 citation
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Language-Specific Latent Process Hinders Cross-Lingual Performance
2025/05/19 by Zheng Wei Lim, Lim, Zheng Wei, Alham Fikri Aji +3 · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
- The Dark Side of Rich Rewards: Understanding and Mitigating Noise in VLM Rewards
2024/09/24 by Sukai Huang, Huang, Sukai, Nir Lipovetzky +4 · 2 citations
Computer Science · Engineering · #Elevator Systems and Control #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks
2024/05/19 by Xuanli He, He, Xuanli, Qiongkai Xu +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications
- Don't Throw Away Data: Better Sequence Knowledge Distillation
2024/07/15 by Jun Wang, Eleftheria Briakou, Wang, Jun +9 · 1 citation
Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies