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Noah A. Smith

  1. The Leaderboard Illusion
    2025/04/29 by Shivalika Singh, Yiyang Nan, Nan Yu +26 · 32 voices · 20 citations
    Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #AI in Service Interactions #Ethics and Social Impacts of AI
  2. Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
    2021/08/27 by Ofir Press, Noah A. Smith, Press, Ofir +3 · 3 voices · 157 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  3. We're Afraid Language Models Aren't Modeling Ambiguity
    2023/04/27 by Alisa Liu, Zhaofeng Wu, Liu, Alisa +15 · 2 voices · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  4. Green AI
    2019/07/22 by Roy Schwartz, Schwartz, Roy, Jesse Dodge +5 · 2 voices · 68 citations
    Computer Science · Engineering · #Green IT and Sustainability #Mobile Crowdsensing and Crowdsourcing #cs.CL #cs.CV #cs.CY #cs.LG #stat.ME
  5. Self-Instruct: Aligning Language Models with Self-Generated Instructions
    2022/12/20 by Yizhong Wang, Wang, Yizhong, Yeganeh Kordi +11 · 3 voices · 275 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling #cs.AI #cs.CL
  6. 2 OLMo 2 Furious
    2024/12/31 by Team OLMo, Pete Walsh, P N Walsh +85 · 9 voices · 87 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  7. Tulu 3: Pushing Frontiers in Open Language Model Post-Training
    2024/11/22 by Nathan Lambert, Jacob Morrison, Lambert, Nathan +44 · 9 voices · 239 citations
    Computer Science · #Natural Language Processing Techniques
  8. One Embedder, Any Task: Instruction-Finetuned Text Embeddings
    2022/12/19 by Hongjin Su, Weijia Shi, Su, Hongjin +17 · 3 voices · 40 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  9. Measuring and Narrowing the Compositionality Gap in Language Models
    2022/10/07 by Ofir Press, Muru Zhang, Press, Ofir +8 · 180 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  10. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
    2024/09/25 by Matt Deitke, Deitke, Matt, Christopher Clark +100 · 4 voices · 151 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  11. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language\n Models
    2020/09/23 by Samuel Gehman, Suchin Gururangan, Gehman, Samuel +7 · 118 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  12. BLINK: Multimodal Large Language Models Can See but Not Perceive
    2024/04/18 by Xingyu Fu, Fu, Xingyu, Yushi Hu +18 · 1 voice · 139 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  13. Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection
    2022/01/25 by Suchin Gururangan, Gururangan, Suchin, Dallas Card +14 · 2 voices · 5 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  14. Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models
    2023/05/23 by Orevaoghene Ahia, Sachin Kumar, Ahia, Orevaoghene +11 · 3 voices · 25 citations
    Business, Management and Accounting · Computer Science · Economics, Econometrics and Finance · #Corporate Taxation and Avoidance #Economic Policies and Impacts #Taxation and Compliance Studies #cs.CL
  15. A Dataset of Information-Seeking Questions and Answers Anchored in\n Research Papers
    2021/05/06 by Pradeep Dasigi, Dasigi, Pradeep, Kyle Lo +9 · 62 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models
    2024/08/12 by Hila Gonen, Terra Blevins, Gonen, Hila +7 · 7 voices · 4 citations
    #cs.CL
  17. TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
    2023/03/21 by Yushi Hu, Hu, Yushi, Benlin Liu +11 · 75 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  18. Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
    2022/04/16 by Yizhong Wang, Wang, Yizhong, Swaroop Mishra +77 · 63 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  19. Time is Encoded in the Weights of Finetuned Language Models
    2023/12/20 by Kai Nylund, Nylund, Kai, Suchin Gururangan +3 · 1 voice · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  20. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
    2024/01/31 by Luca Soldaini, Rodney Kinney, Soldaini, Luca +69 · 82 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  21. Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
    2023/06/02 by Zeqiu Wu, Wu, Zeqiu, Yushi Hu +15 · 1 voice · 33 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  22. Green AI
    2020/11/17 by Roy Schwartz, Jesse Dodge, Noah A. Smith +1 · 56 citations
    Environmental Science · #Air Quality Monitoring and Forecasting
  23. Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
    2024/06/13 by Yushi Hu, Weijia Shi, Hu, Yushi +13 · 90 citations
    Health Professions · Computer Science · #Digital Storytelling and Education #Speech and dialogue systems
  24. OLMo: Accelerating the Science of Language Models
    2024/02/01 by Dirk Groeneveld, Groeneveld, Dirk, Iz Beltagy +83 · 77 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  25. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
    2021/05/07 by Alisa Liu, Liu, Alisa, Maarten Sap +11 · 41 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. RewardBench: Evaluating Reward Models for Language Modeling
    2024/03/20 by Nathan Lambert, Valentina Pyatkin, Lambert, Nathan +21 · 67 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  27. OLMoE: Open Mixture-of-Experts Language Models
    2024/09/03 by Niklas Muennighoff, Luca Soldaini, Muennighoff, Niklas +45 · 1 voice · 62 citations
    Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  28. Social Bias Frames: Reasoning about Social and Power Implications of\n Language
    2019/11/10 by Maarten Sap, Saadia Gabriel, Sap, Maarten +9 · 28 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Text Readability and Simplification
  29. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
    2020/02/14 by Jesse Dodge, Dodge, Jesse, Gabriel Ilharco +9 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  30. All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated\n Text
    2021/06/30 by Elizabeth A. Clark, Tal August, Clark, Elizabeth +9 · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  31. What's In My Big Data?
    2023/10/31 by Yanai Elazar, Akshita Bhagia, Elazar, Yanai +23 · 3 voices · 12 citations
    #cs.CL #cs.LG
  32. RealTime QA: What's the Answer Right Now?
    2022/07/27 by Jungo Kasai, Keisuke Sakaguchi, Kasai, Jungo +17 · 30 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  33. How Language Model Hallucinations Can Snowball
    2023/05/22 by Muru Zhang, Zhang, Muru, Ofir Press +7 · 35 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  34. Random Feature Attention
    2021/03/03 by Hao Peng, Peng, Hao, Nikolaos Pappas +9 · 35 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  35. MUSE: Machine Unlearning Six-Way Evaluation for Language Models
    2024/07/08 by Weijia Shi, Jaechan Lee, Shi, Weijia +17 · 46 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  36. Demystifying Prompts in Language Models via Perplexity Estimation
    2022/12/08 by Hila Gonen, Srini Iyer, Gonen, Hila +7 · 28 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  37. Binding Language Models in Symbolic Languages
    2022/10/06 by Zhoujun Cheng, Cheng, Zhoujun, Tianbao Xie +21 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  38. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
    2023/06/07 by Yizhong Wang, Wang, Yizhong, Hamish Ivison +19 · 31 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  39. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection
    2021/11/15 by Maarten Sap, Swabha Swayamdipta, Sap, Maarten +9 · 20 citations
    Computer Science · Arts and Humanities · Social Sciences · #Hate Speech and Cyberbullying Detection #Discourse Analysis in Language Studies #Social Media and Politics
  40. Show Your Work: Improved Reporting of Experimental Results
    2019/09/06 by Jesse Dodge, Dodge, Jesse, Suchin Gururangan +7 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  41. Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
    2023/11/17 by Hamish Ivison, Ivison, Hamish, Yizhong Wang +19 · 2 voices · 17 citations
    #cs.CL
  42. DEMix Layers: Disentangling Domains for Modular Language Modeling
    2021/08/11 by Suchin Gururangan, Gururangan, Suchin, Ari Holtzman +6 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  43. Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
    2022/08/05 by Margaret Li, Li, Margaret, Suchin Gururangan +11 · 2 voices · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
  44. Selective Annotation Makes Language Models Better Few-Shot Learners
    2022/09/05 by Hongjin Su, Su, Hongjin, Jungo Kasai +19 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  45. In-context Pretraining: Language Modeling Beyond Document Boundaries
    2023/10/16 by Weijia Shi, Sewon Min, Shi, Weijia +17 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  46. The Art of Saying No: Contextual Noncompliance in Language Models
    2024/07/02 by Faeze Brahman, Brahman, Faeze, Sachin Kumar +26 · 2 voices · 15 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.HC
  47. Language Models: A Guide for the Perplexed
    2023/11/29 by Sofia Serrano, Serrano, Sofia, Zander Brumbaugh +3 · 4 voices
    #cs.CL #cs.AI #cs.CY #cs.LG
  48. Measuring the Carbon Intensity of AI in Cloud Instances
    2022/06/10 by Jesse Dodge, Taylor Prewitt, Dodge, Jesse +17 · 11 citations
    Computer Science · Engineering · Environmental Science · #Environmental Impact and Sustainability #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
  49. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
    2022/01/16 by Alisa Liu, Swabha Swayamdipta, Liu, Alisa +5 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  50. SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
    2023/08/08 by Sewon Min, Suchin Gururangan, Min, Sewon +11 · 1 voice · 10 citations
    Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
  51. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
    2022/01/16 by Tianbao Xie, Xie, Tianbao, Chen Wu +43 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  52. Tuning Language Models by Proxy
    2024/01/16 by Alisa Liu, Xiaochuang Han, Liu, Alisa +9 · 1 voice · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  53. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
    2024/06/13 by Hamish Ivison, Yizhong Wang, Ivison, Hamish +15 · 15 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. RewardBench 2: Advancing Reward Model Evaluation
    2025/06/02 by Saumya Malik, Valentina Pyatkin, Malik, Saumya +11 · 33 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
  55. ABC: Attention with Bounded-memory Control
    2021/10/06 by Hao Peng, Peng, Hao, Jungo Kasai +13 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Topic Modeling
  56. PromptCap: Prompt-Guided Task-Aware Image Captioning
    2022/11/15 by Yushi Hu, Hang Hua, Hu, Yushi +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  57. OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
    2025/04/09 by Jiacheng Liu, Liu, Jiacheng, Taylor Blanton +61 · 3 voices · 8 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  58. Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text
    2021/07/02 by Yao Dou, Maxwell Forbes, Dou, Yao +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  59. Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold
    2017/06/29 by Swabha Swayamdipta, Sam Thomson, Swayamdipta, Swabha +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  60. Sparse Overcomplete Word Vector Representations
    2015/06/05 by Manaal Faruqui, Yulia Tsvetkov, Faruqui, Manaal +7 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques
  61. Robust Navigation with Language Pretraining and Stochastic Sampling
    2019/09/05 by Xiujun Li, Li, Xiujun, Chunyuan Li +13 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  62. Evaluating Copyright Takedown Methods for Language Models
    2024/06/26 by Boyi Wei, Wei, Boyi, Weijia Shi +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  63. Set the Clock: Temporal Alignment of Pretrained Language Models
    2024/02/26 by Bowen Zhao, Zander Brumbaugh, Zhao, Bowen +7 · 1 voice · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  64. MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization
    2024/07/11 by Orevaoghene Ahia, Ahia, Orevaoghene, Sachin Kumar +10 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  65. Segmental Recurrent Neural Networks
    2015/11/18 by Lingpeng Kong, Chris Dyer, Kong, Lingpeng +3 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Topic Modeling
  66. DataDecide: How to Predict Best Pretraining Data with Small Experiments
    2025/04/15 by Ian Magnusson, Magnusson, Ian, Ben Bogin +22 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  67. Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
    2024/01/19 by Terra Blevins, Blevins, Terra, Tomasz Limisiewicz +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  68. Competency Problems: On Finding and Removing Artifacts in Language Data
    2021/04/17 by Matt Gardner, William Merrill, Gardner, Matt +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  69. Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
    2024/10/24 by Lester James V. Miranda, Miranda, Lester James V., Yizhong Wang +15 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
  70. Transparent Human Evaluation for Image Captioning
    2021/11/17 by Jungo Kasai, Keisuke Sakaguchi, Kasai, Jungo +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  71. Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience
    2024/03/08 by Tal August, Kyle Lo, August, Tal +5 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  72. PointArena: Probing Multimodal Grounding Through Language-Guided Pointing
    2025/05/15 by Long Cheng, Jiafei Duan, Cheng, Long +27 · 9 citations
    Computer Science · Psychology · Engineering · #Multimodal Machine Learning Applications #Social Robot Interaction and HRI #Robot Manipulation and Learning
  73. You May Not Need Attention
    2018/10/31 by Ofir Press, Noah A. Smith, Press, Ofir +1 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  74. Data Mixture Inference: What do BPE Tokenizers Reveal about their Training Data?
    2024/07/23 by Jonathan Hayase, Alisa Liu, Hayase, Jonathan +7 · 2 voices · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  75. Sample, Don't Search: Rethinking Test-Time Alignment for Language Models
    2025/04/04 by Gonçalo S. Faria, Noah A. Smith, Faria, Gonçalo +1 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  76. Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations
    2025/06/23 by Brian Siyuan Zheng, Zheng, Brian Siyuan, Alisa Liu +9 · 2 voices · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  77. Character Sequence Models for ColorfulWords
    2016/09/28 by Kazuya Kawakami, Chris Dyer, Kawakami, Kazuya +5 · 1 citation
    Psychology · #Color perception and design
  78. On Linear Representations and Pretraining Data Frequency in Language Models
    2025/04/16 by Jack Merullo, Merullo, Jack, Noah A. Smith +5 · 3 voices · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
  79. Rational Recurrences
    2018/08/28 by Hao Peng, Peng, Hao, Roy Schwartz +5 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning and Algorithms #Natural Language Processing Techniques
  80. Summarization-Based Document IDs for Generative Retrieval with Language Models
    2023/11/14 by Haoxin Li, Daniel Cheng, Li, Haoxin +7 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  81. Topics to Avoid: Demoting Latent Confounds in Text Classification
    2019/09/01 by Sachin Kumar, Shuly Wintner, Kumar, Sachin +5 · 1 citation
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  82. ComPO: Community Preferences for Language Model Personalization
    2024/10/21 by Sachin Kumar, Chan Young Park, Kumar, Sachin +7 · 3 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Service-Oriented Architecture and Web Services
  83. What Can Natural Language Processing Do for Peer Review?
    2024/05/10 by Ilia Kuznetsov, Osama Mohammed Afzal, Kuznetsov, Ilia +45 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  84. A Mixture of h-1 Heads is Better than h Heads
    2020/05/13 by Hao Peng, Peng, Hao, Roy Schwartz +5 · 1 citation
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  85. Evaluating Models' Local Decision Boundaries via Contrast Sets
    2020/04/06 by Matt Gardner, Gardner, Matt, Yoav Artzi +49 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  86. Fluid Language Model Benchmarking
    2025/09/14 by Valentin Hofmann, Hofmann, Valentin, David Heineman +17 · 3 voices · 7 citations
    #cs.CL #cs.AI #cs.LG
  87. Evaluating n-Gram Novelty of Language Models Using Rusty-DAWG
    2024/06/18 by William Merrill, Merrill, William, Noah A. Smith +3 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Natural Language Processing Techniques #Topic Modeling
  88. Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects
    2024/06/27 by Orevaoghene Ahia, Ahia, Orevaoghene, Anuoluwapo Aremu +13 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  89. Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study
    2021/06/17 by Rahul Nadkarni, Nadkarni, Rahul, David Wadden +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Topic Modeling
  90. Segmental Recurrent Neural Networks for End-to-end Speech Recognition
    2016/03/01 by Liang Lu, Lu, Liang, Lingpeng Kong +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Speech and Audio Processing
  91. Transparency Helps Reveal When Language Models Learn Meaning
    2022/10/14 by Zhaofeng Wu, William Merrill, Wu, Zhaofeng +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  92. Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation
    2025/04/25 by Shivam Duggal, Duggal, Shivam, Yushi Hu +17 · 3 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Interactive and Immersive Displays #Computer Graphics and Visualization Techniques
  93. Bolmo: Byteifying the Next Generation of Language Models
    2025/12/17 by Benjamin Minixhofer, Minixhofer, Benjamin, Tyler Murray +15 · 1 voice · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  94. Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation
    2025/08/18 by David Heineman, Valentin Hofmann, Heineman, David +13 · 6 citations
    Computer Science · #Natural Language Processing Techniques
  95. Contextual Word Representations: A Contextual Introduction
    2019/02/15 by Noah A. Smith, Smith, Noah A. · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  96. A Taxonomy of Ambiguity Types for NLP
    2024/03/21 by Margaret Li, Alisa Liu, Li, Margaret Y. +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  97. Catching Fire in the News
    2026/01/28 by Amber E. Boydstun, Jill R. Laufer, Dallas Card +1 · 3 voices
    Social Sciences · #Media Studies and Communication #Social Media and Politics #Media Influence and Politics
  98. Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
    2025/06/13 by Hao Xu, Xu, Hao, Jiacheng Liu +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  99. Parsing Tweets into Universal Dependencies
    2018/04/23 by Yijia Liu, Yi Zhu, Liu, Yijia +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  100. Training with Exploration Improves a Greedy Stack-LSTM Parser
    2016/03/11 by Miguel Ballesteros, Ballesteros, Miguel, Yoav Goldberg +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  101. Multi-View Learning for Vision-and-Language Navigation
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