#Reproducibility Certification
LightNews LightNews
profjohndrury.bsky.social
That's right -- we started it first in Sussex Psychology @sussex.ac.uk

www.ukrn.org/2024/01/30/p...
April 27, 2025 at 7:47 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

A Controlled Synthetic Benchmark for Educational Aspect-Based Sentiment Analysis

Yehudit Aperstein, Alexander Apartsin

https://openreview.net/forum?id=tmNAKpmSaF

#annotate #annotation #annotated
September 26, 2026 at 12:26 PM
tmlr-pub.bsky.social
New #J2C Certification:

Evaluating the evidence trace of NeurIPS 2025 contributions with agentic code auditing

Pascal Iversen, Ferdous Nasri, Bernhard Y Renard, Katharina Baum

https://openreview.net/forum?id=xjCJY8Xxcm

#auditing #reproducibility #auditowl
September 27, 2026 at 12:26 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Training-Free Modality-Agnostic Concept Sliders: Fine-Grained Control via Diffusion Models of Ima...

Rotem Ezra, Hedi Zisling, Nimrod Berman et al.

https://openreview.net/forum?id=m2hpORnHhF

#generative #modality #benchmark
September 24, 2026 at 8:25 PM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Revisiting Deep Hybrid Models for Out-of-Distribution Detection

Paul-Ruben Schlumbom, Eibe Frank

https://openreview.net/forum?id=yeITEuhv4Q

#adversarial #detection #feature
April 4, 2025 at 4:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

A general framework of Riemannian adaptive optimization methods with a convergence analysis

Hiroyuki Sakai, Hideaki Iiduka

https://openreview.net/forum?id=knv4lQFVoE

#riemannian #optimization #submanifolds
January 16, 2025 at 1:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Wavenumber-Resolved Spectral Gating for Diffusion Models of Two-Dimensional Turbulence

Nishat Tasnim, Yong Shi

https://openreview.net/forum?id=MhYd4okrNa

#turbulent #turbulence #reynolds
September 23, 2026 at 4:26 PM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Nomic Embed: Training a Reproducible Long Context Text Embedder

Zach Nussbaum, John Xavier Morris, Andriy Mulyar, Brandon Duderstadt

https://openreview.net/forum?id=IPmzyQSiQE

#embedder #embedding #embed
February 26, 2025 at 5:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

The Elusive Pursuit of Reproducing PATE-GAN: Benchmarking, Auditing, Debugging

Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Emiliano De Cristofaro

https://openreview.net/forum?id=wcxrJcJ7vq

#gan #adversarial #gans
February 22, 2025 at 1:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

[Re] Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents

Oliver van Erven, Konstantinos Zafeirakis, Jacobus Smit, Julio Smidi, Luc Buijs

https://openreview.net/forum?id=EWWxSkUchO

#cooperation #agents #abstraction
September 28, 2025 at 2:23 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Revisiting Discover-then-Name Concept Bottleneck Models: A Reproducibility Study

Freek Byrman, Emma Kasteleyn, Bart Kuipers, Daniel Uyterlinde

https://openreview.net/forum?id=946cT3Jsq5

#autoencoder #bottleneck #deep
June 12, 2025 at 4:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification, #Survey Certification:

Pitfalls in Evaluating Inference-time Methods for Improving LLM Reliability

Michael M. Jerge, David Evans

https://openreview.net/forum?id=xeGWsmqFS8

#reliable #reliability #evaluations
June 13, 2025 at 4:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Multivariate Dense Retrieval: A Reproducibility Study under a Memory-limited Setup

Georgios Sidiropoulos, Samarth Bhargav, Panagiotis Eustratiadis, Evangelos Kanoulas

https://openreview.net/forum?id=wF3ZtSlOcT

#retrieval #corpora #similarity
January 26, 2025 at 3:12 PM
tmlr-pub.bsky.social
New #Reproducibility Certification, #J2C Certification:

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

Tao Yu, Zhengbo Zhang, Zhiheng Lyu et al.

https://openreview.net/forum?id=X4CfZPSEHE

#browseragent #agent #interactive
January 7, 2026 at 9:25 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Reconciling Kaplan and Chinchilla Scaling Laws

Tim Pearce, Jinyeop Song

https://openreview.net/forum?id=NLoaLyuUUF

#scaling #kaplan #scale
December 9, 2024 at 5:11 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Reproducibility study of "Competition of Mechanisms: Tracing How Language Models Handle Facts and...

Tijs Wiegman, Leyla Perotti, Viktória Pravdová, Ori Brand, Maria Heuss

https://openreview.net/forum?id=VCG6j3tcAA

#attention #counterfactuals
July 19, 2025 at 4:13 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Dynamics of the accelerated t-SNE

Kyoichi Iwasaki, Hideitsu Hino

https://openreview.net/forum?id=dfUebM9asV

#embedding #embeddings #visualizing
June 11, 2025 at 4:12 AM
tmlr-pub.bsky.social
New #Featured Certification, #Reproducibility Certification:

Faithful Interpretation for Graph Neural Networks

Lijie Hu, Tianhao Huang, Lu Yu, Wanyu Lin, Tianhang Zheng, Di Wang

https://openreview.net/forum?id=Y8EspxaksH

#attention #graph #nodes
May 1, 2025 at 12:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

NeoBERT: A Next Generation BERT

Lola Le Breton, Quentin Fournier, Mariam El Mezouar, Sarath Chandar

https://openreview.net/forum?id=TJRyDi7mwH

#bert #encoder #encoders
June 3, 2025 at 2:12 PM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Early Classification of Time Series: A Survey and Benchmark

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

https://openreview.net/forum?id=bcNDYmBicK

#classification #prediction #benchmark
November 17, 2025 at 1:23 PM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Contextualized Messages Boost Graph Representations

Brian Godwin Lim, Galvin Brice Sy Lim, Renzo Roel Tan, Kazushi Ikeda

https://openreview.net/forum?id=sXr1fRjs1N

#graphs #representations #graph
April 7, 2025 at 2:13 PM
tmlr-pub.bsky.social
New #Reproducibility Certification:

[RE] GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries

Tyme Chatupanyachotikul, Leonard Horns, Matei Nastase

https://openreview.net/forum?id=zLfLTHOdZW

#gnnboundary #boundaries #graphs
May 8, 2025 at 12:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large...

Dante Campregher, Yanxu Chen, Sander Hoffman, Maria Heuss

https://openreview.net/forum?id=1QrB5WSWOR

#attention #counterfactual #interpretability
July 15, 2025 at 12:13 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encod...

Billy Joe Franks, Moshe Eliasof, Semih Cantürk et al.

https://openreview.net/forum?id=mSoDRZXsqj

#graphs #graph #learned
March 8, 2025 at 1:12 AM
tmlr-pub.bsky.social
New #Reproducibility Certification:

Privacy Awareness for Information-Sharing Assistants: A Case-study on Form-filling with Contextua...

Sahra Ghalebikesabi, Eugene Bagdasarian, Ren Yi et al.

https://openreview.net/forum?id=l9rATNBB8Y

#privacy #prompting #assistants
April 16, 2025 at 12:12 AM