NS
Noah A. Smith
cs.CLcs.LGcs.AIcs.CVstat.MLcs.HCcs.NEcs.SDcs.SIphysics.soc-ph
On Valency
published · living versionsW_3sasu23e·v1 · currentpublished
s: Simple Scaling of Swarms via Cooperative Multi-agent RL
with Kunal Jha, Gonçalo Faria, Shuyue Stella Li, Scott Geng +4
1 version
Preprints & journals
207 papers in the corpus · 2010–2026The COUNT: Counting N-grams Unlocks Scaling on Host Memory and Training-Free Adaptation2610.20456v1 · Ian Magnusson, Noah A. Smith, Pang Wei Koh2026 · 0 citationsarXiv
Pushback in a Haystack: Language Models Respond to Factual Errors Ambiguously and Ineffectively2610.17703v1 · Li Lucy, Myra Cheng, Svenja Guhr et al.2026 · 0 citationsarXiv
Designing Protein Structures from Natural Language2610.13917v2 · Joseph Lee, Yanjing Li, Bo Qiang et al.2026 · 0 citationsarXiv
Rubric-Based Optimization for Text-to-Music Generation2610.03589v2 · Ping Wang, Guang Yang, Shao-Rong Su et al.2026 · 0 citationsarXiv
Rethinking the Evaluation of Harness Evolution for Agents2607.12227v4 · Yike Wang, Huaisheng Zhu, Zhengyu Hu et al.2026 · 0 citationsarXiv
Computational modeling and preclinical validation support targeting somatic instability for Huntington's disease treatment10.64898/2026.01.06.697909v1 · Simpson, B. P., Ranum, P. T., Leib, D. E. et al.2026 · 1 citationbioRxiv
Olmo 32512.13961v2 · Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl et al.2025 · 5 citationsarXiv
Fluid Language Model Benchmarking2509.11106v1 · Valentin Hofmann, David Heineman, Ian Magnusson et al.2025 · 0 citationsarXiv
Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation2508.13144v1 · David Heineman, Valentin Hofmann, Ian Magnusson et al.2025 · 0 citationsarXiv
FlexOlmo: Open Language Models for Flexible Data Use2507.07024v4 · Weijia Shi, Akshita Bhagia, Kevin Farhat et al.2025 · 1 citationarXiv
Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations2506.19004v2 · Brian Siyuan Zheng, Alisa Liu, Orevaoghene Ahia et al.2025 · 1 citationarXiv
Sampling from Your Language Model One Byte at a Time2506.14123v3 · Jonathan Hayase, Alisa Liu, Noah A. Smith et al.2025 · 0 citationsarXiv
PointArena: Probing Multimodal Grounding Through Language-Guided Pointing2505.09990v2 · Long Cheng, Jiafei Duan, Yi Ru Wang et al.2025 · 0 citationsarXiv
LLAMAPIE: Proactive In-Ear Conversation Assistants2505.04066v2 · Tuochao Chen, Nicholas Batchelder, Alisa Liu et al.2025 · 4 citationsarXiv
The Leaderboard Illusion2504.20879v2 · Shivalika Singh, Yiyang Nan, Alex Wang et al.2025 · 6 citationsarXiv
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation2504.18509v1 · Shivam Duggal, Yushi Hu, Oscar Michel et al.2025 · 3 citationsarXiv
On Linear Representations and Pretraining Data Frequency in Language Models2504.12459v1 · Jack Merullo, Noah A. Smith, Sarah Wiegreffe et al.2025 · 0 citationsarXiv
DataDecide: How to Predict Best Pretraining Data with Small Experiments2504.11393v2 · Ian Magnusson, Nguyen Tai, Ben Bogin et al.2025 · 0 citationsarXiv
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens2504.07096v2 · Jiacheng Liu, Taylor Blanton, Yanai Elazar et al.2025 · 6 citationsarXiv
2 OLMo 2 Furious2501.00656v3 · Team OLMo, Pete Walsh, Luca Soldaini et al.2024 · 2 citationsarXiv
Establishing Task Scaling Laws via Compute-Efficient Model Ladders2412.04403v2 · Akshita Bhagia, Jiacheng Liu, Alexander Wettig et al.2024 · 0 citationsarXiv
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback2410.19133v5 · Lester James V. Miranda, Yizhong Wang, Yanai Elazar et al.2024 · 2 citationsarXiv
How Performance Pressure Influences AI-Assisted Decision Making2410.16560v3 · Nikita Haduong, Noah A. Smith (12024 · 1 citationarXiv
Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging2410.12937v1 · Jacob Morrison, Noah A. Smith, Hannaneh Hajishirzi et al.2024 · 0 citationsarXiv
OLMoE: Open Mixture-of-Experts Language Models2409.02060v2 · Niklas Muennighoff, Luca Soldaini, Dirk Groeneveld et al.2024 · 8 citationsarXiv
CPS-TaskForge: Generating Collaborative Problem Solving Environments for Diverse Communication Tasks2408.08853v2 · Nikita Haduong, Irene Wang, Bo-Ru Lu et al.2024 · 1 citationarXiv
Risks and NLP Design: A Case Study on Procedural Document QA2408.11860v1 · Nikita Haduong, Alice Gao, Noah A. Smith (12024 · 3 citationsFindings of the Association for Computational Linguistics ACL (2023) 1248-1269
Data Mixture Inference: What do BPE Tokenizers Reveal about their Training Data?2407.16607v4 · Jonathan Hayase, Alisa Liu, Yejin Choi et al.2024 · 2 citationsarXiv
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization2407.08818v2 · Orevaoghene Ahia, Sachin Kumar, Hila Gonen et al.2024 · 5 citationsarXiv
MUSE: Machine Unlearning Six-Way Evaluation for Language Models2407.06460v2 · Weijia Shi, Jaechan Lee, Yangsibo Huang et al.2024 · 4 citationsarXiv
Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects2406.19564v1 · Orevaoghene Ahia, Anuoluwapo Aremu, Diana Abagyan et al.2024 · 0 citationsarXiv
Evaluating -Gram Novelty of Language Models Using Rusty-DAWG2406.13069v4 · William Merrill, Noah A. Smith, Yanai Elazar2024 · 2 citationsarXiv
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback2406.09279v2 · Hamish Ivison, Yizhong Wang, Jiacheng Liu et al.2024 · 8 citationsarXiv
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models2406.09403v3 · Yushi Hu, Weijia Shi, Xingyu Fu et al.2024 · 29 citationsarXiv
What Can Natural Language Processing Do for Peer Review?2405.06563v1 · Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen et al.2024 · 6 citationsarXiv
Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers2404.16367v3 · Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar et al.2024 · 10 citationsarXiv
BLINK: Multimodal Large Language Models Can See but Not Perceive2404.12390v4 · Xingyu Fu, Yushi Hu, Bangzheng Li et al.2024 · 73 citationsarXiv
A Taxonomy of Ambiguity Types for NLP2403.14072v1 · Margaret Y. Li, Alisa Liu, Zhaofeng Wu et al.2024 · 3 citationsarXiv
Third-Party Language Model Performance Prediction from Instruction2403.12413v1 · Rahul Nadkarni, Yizhong Wang, Noah A. Smith2024 · 0 citationsarXiv
Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience2403.04979v1 · Tal August, Kyle Lo, Noah A. Smith et al.2024 · 11 citationsarXiv
Set the Clock: Temporal Alignment of Pretrained Language Models2402.16797v2 · Bowen Zhao, Zander Brumbaugh, Yizhong Wang et al.2024 · 5 citationsarXiv
OLMo: Accelerating the Science of Language Models2402.00838v4 · Dirk Groeneveld, Iz Beltagy, Pete Walsh et al.2024 · 80 citationsarXiv
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models2401.10440v2 · Terra Blevins, Tomasz Limisiewicz, Suchin Gururangan et al.2024 · 9 citationsarXiv
Tuning Language Models by Proxy2401.08565v4 · Alisa Liu, Xiaochuang Han, Yizhong Wang et al.2024 · 7 citationsarXiv
Using proprietary language models in academic research requires explicit justification.38177494 · Palmer, Alexis, Smith, Noah A, Spirling, Arthur2024 · 51 citationsNature computational science. 2024;4(1):2-3
Language Models: A Guide for the Perplexed2311.17301v1 · Sofia Serrano, Zander Brumbaugh, Noah A. Smith2023 · 2 citationsarXiv
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 22311.10702v2 · Hamish Ivison, Yizhong Wang, Valentina Pyatkin et al.2023 · 8 citationsarXiv
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals2311.09605v2 · Yanai Elazar, Bhargavi Paranjape, Hao Peng et al.2023 · 0 citationsarXiv
Summarization-Based Document IDs for Generative Retrieval with Language Models2311.08593v2 · Haoxin Li, Daniel Cheng, Phillip Keung et al.2023 · 0 citationsarXiv
What's In My Big Data?2310.20707v2 · Yanai Elazar, Akshita Bhagia, Ian Magnusson et al.2023 · 9 citationsarXiv
Career total: 439 works. 207 are in this corpus.Showing the 50 most recent.
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