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Stella Biderman
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Articles
10
Open Problems in Mechanistic Interpretability
27 January 2025 by
Lee Sharkey
and
others
Machine Learning
Towards Best Practices for Open Datasets for LLM Training
14 January 2025 by
Stefan Baack
and
others
Computers and Society
,
Artificial Intelligence
Bridging the Data Provenance Gap Across Text, Speech and Video
19 December 2024 by
Shayne Longpre
and
others
Artificial Intelligence
,
Computation and Language
LLM Circuit Analyses Are Consistent Across Training and Scale
25 November 2024 by
Curt Tigges
and
others
Machine Learning
,
Computation and Language
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
30 October 2024 by
Mohammad Mahmudul Alam
and
others
Artificial Intelligence
,
Machine Learning
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
26 September 2024 by
Bo Peng
and
others
Computation and Language
,
Artificial Intelligence
The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources
3 September 2024 by
Shayne Longpre
and
others
Machine Learning
,
Artificial Intelligence
Consent in Crisis: The Rapid Decline of the AI Data Commons
24 July 2024 by
Shayne Longpre
and
others
Computation and Language
,
Artificial Intelligence
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
25 June 2024 by
Usvsn Sai Prashanth
and
others
at
Northeastern University
Computation and Language
,
Artificial Intelligence
Grokking Group Multiplication with Cosets
17 June 2024 by
Dashiell Stander
and
others
Machine Learning
,
Artificial Intelligence
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
6 June 2024 by
Rylan Schaeffer
and
others
Machine Learning
,
Artificial Intelligence
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
6 June 2024 by
Rylan Schaeffer
and
others
Machine Learning
,
Artificial Intelligence
KMMLU: Measuring Massive Multitask Language Understanding in Korean
6 June 2024 by
Guijin Son
and
others
Computation and Language
Lessons from the Trenches on Reproducible Evaluation of Language Models
29 May 2024 by
Stella Biderman
and
others
at
University of York
Computation and Language
OpenFold: Retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization
14 May 2024 by
Gustaf Ahdritz
and
others
Bioinformatics
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection
23 March 2024 by
Mohammad Mahmudul Alam
and
others
Cryptography and Security
,
Artificial Intelligence
Llemma: An Open Language Model For Mathematics
15 March 2024 by
Zhangir Azerbayev
and
others
at
Princeton University
Computation and Language
,
Artificial Intelligence
On the Societal Impact of Open Foundation Models
27 February 2024 by
Sayash Kapoor
and
others
at
Princeton
Computers and Society
,
Artificial Intelligence
Suppressing Pink Elephants with Direct Principle Feedback
13 February 2024 by
Louis Castricato
and
others
at
Brown University
Computation and Language
The Case for Co-Designing Model Architectures with Hardware
30 January 2024 by
Quentin Anthony
and
others
at
Ohio State University
Distributed, Parallel, and Cluster Computing
,
Artificial Intelligence
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion
23 January 2024 by
Dylan Zhang
and
others
at
University of Illinois at Urbana-Champaign
Computation and Language
,
Artificial Intelligence
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