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Cohn, Trevor

  1. 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 · 1393 citations
    #cs.CL #cs.AI
  2. DyNet: The Dynamic Neural Network Toolkit
    2017/01/15 by Graham Neubig, Neubig, Graham, Chris Dyer +48 · 2 voices · 27 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
  3. 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 · 12 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
  4. 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 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  5. Learning how to Active Learn: A Deep Reinforcement Learning Approach
    2017/08/08 by Meng Fang, Yuan Li, Fang, Meng +3 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  6. 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
  7. Balancing out Bias: Achieving Fairness Through Balanced Training
    2021/09/16 by Xudong Han, Timothy Baldwin, Han, Xudong +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. 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 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  9. 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
  10. Truth Inference at Scale: A Bayesian Model for Adjudicating Highly Redundant Crowd Annotations
    2019/02/24 by Li, Yuan, Rubinstein, Benjamin I. P., Cohn, Trevor · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Diverse Adversaries for Mitigating Bias in Training
    2021/01/25 by Han, Xudong, Baldwin, Timothy, Cohn, Trevor · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks
    2023/05/25 by Xuanli He, Jun Wang, He, Xuanli +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  13. DeltaScore: Fine-Grained Story Evaluation with Perturbations
    2023/03/15 by Zhuohan Xie, Xie, Zhuohan, Miao Li +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation
    2023/05/19 by He, Xuanli, Xu, Qiongkai, Wang, Jun +2 · 3 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  15. Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames
    2021/04/22 by Khanehzar, Shima, Cohn, Trevor, Mikolajczak, Gosia +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation
    2022/10/06 by Truong, Thinh Hung, Otmakhova, Yulia, Baldwin, Timothy +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Planning in the Dark: LLM-Symbolic Planning Pipeline without Experts
    2024/09/24 by Sukai Huang, Huang, Sukai, Nir Lipovetzky +3 · 4 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
  18. Learning Structural Kernels for Natural Language Processing
    2015/08/10 by Beck, Daniel, Cohn, Trevor, Hardmeier, Christian +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. The Dark Side of Rich Rewards: Understanding and Mitigating Noise in VLM Rewards
    2024/09/24 by Sukai Huang, Huang, Sukai, Nir Lipovetzky +4 · 3 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)
  20. Towards Decoding as Continuous Optimization in Neural Machine Translation
    2017/01/11 by Cong Duy Vu Hoang, Gholamreza Haffari, Hoang, Cong Duy Vu +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. Semi-supervised User Geolocation via Graph Convolutional Networks
    2018/04/22 by Rahimi, Afshin, Cohn, Trevor, Baldwin, Timothy · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Optimising Equal Opportunity Fairness in Model Training
    2022/05/05 by Aili Shen, Xudong Han, Shen, Aili +7 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. 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
  24. 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
  25. Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval
    2023/11/03 by Yang, Jinrui, Baldwin, Timothy, Cohn, Trevor · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  26. TuBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
    2024/04/30 by He, Xuanli, Wang, Jun, Xu, Qiongkai +4 · 2 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  27. Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning
    2021/07/12 by Wang, Jun, Xu, Chang, Guzman, Francisco +4 · 1 citation
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  28. 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
  29. Generating Diverse Descriptions from Semantic Graphs
    2021/08/12 by Jiuzhou Han, Han, Jiuzhou, Daniel Beck +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  30. Evaluating Debiasing Techniques for Intersectional Biases
    2021/09/21 by Subramanian, Shivashankar, Han, Xudong, Baldwin, Timothy +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Towards Equal Opportunity Fairness through Adversarial Learning
    2022/03/12 by Xudong Han, Han, Xudong, Timothy Baldwin +3 · 1 citation
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  32. Rethinking Round-Trip Translation for Machine Translation Evaluation
    2022/09/15 by Terry Yue Zhuo, Zhuo, Terry Yue, Qiongkai Xu +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  33. Language-Specific Latent Process Hinders Cross-Lingual Performance
    2025/05/19 by Zheng Wei Lim, Alham Fikri Aji, Lim, Zheng Wei +3 · 4 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
  34. SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks
    2024/05/19 by Xuanli He, Qiongkai Xu, He, Xuanli +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications
  35. Commonsense Knowledge in Word Associations and ConceptNet
    2021/09/20 by Chunhua Liu, Liu, Chunhua, Trevor Cohn +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  36. Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval
    2023/11/27 by Jiang, Fan, Xu, Qiongkai, Drummond, Tom +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  37. Noisy Self-Training with Synthetic Queries for Dense Retrieval
    2023/11/27 by Jiang, Fan, Drummond, Tom, Cohn, Trevor · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  38. Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP
    2023/02/11 by Han, Xudong, Baldwin, Timothy, Cohn, Trevor · 1 citation
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Backdoor Attack on Multilingual Machine Translation
    2024/04/03 by Wang, Jun, Xu, Qiongkai, He, Xuanli +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Learning Crosslingual Word Embeddings without Bilingual Corpora
    2016/06/30 by Long Duong, Duong, Long, Hiroshi Kanayama +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  41. Don't Throw Away Data: Better Sequence Knowledge Distillation
    2024/07/15 by Jun Wang, Wang, Jun, Eleftheria Briakou +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