GenBench

genbench's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts

yanaiela 

authored a paper about 2 months ago

Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback

Paper • 2410.19133 • Published Oct 24 • 11

kazemnejad 

authored 3 papers 3 months ago

The Impact of Positional Encoding on Length Generalization in Transformers

Paper • 2305.19466 • Published May 31, 2023 • 2

VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment

Paper • 2410.01679 • Published Oct 2 • 24

Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models

Paper • 2305.14775 • Published May 24, 2023

yanaiela 

authored 5 papers 4 months ago

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Paper • 2004.07667 • Published Apr 16, 2020

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

Paper • 2305.16938 • Published May 26, 2023

Text-based NP Enrichment

Paper • 2109.12085 • Published Sep 24, 2021

A Survey on Data Selection for Language Models

Paper • 2402.16827 • Published Feb 26 • 4

Lexical Generalization Improves with Larger Models and Longer Training

Paper • 2210.12673 • Published Oct 23, 2022

yanaiela 

authored a paper 5 months ago

Data Contamination Report from the 2024 CONDA Shared Task

Paper • 2407.21530 • Published Jul 31 • 10

kaleidophon 

authored 10 papers 9 months ago

Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs

Paper • 2101.00674 • Published Jan 3, 2021 • 1

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Paper • 2402.12991 • Published Feb 20

Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data

Paper • 2011.03274 • Published Nov 6, 2020

Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection

Paper • 2012.05329 • Published Dec 9, 2020

deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks

Paper • 2204.06815 • Published Apr 14, 2022

Experimental Standards for Deep Learning in Natural Language Processing Research

Paper • 2204.06251 • Published Apr 13, 2022

Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

Paper • 2210.15452 • Published Oct 20, 2022

Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation

Paper • 2110.03051 • Published Oct 6, 2021

Calibrating Large Language Models Using Their Generations Only

Paper • 2403.05973 • Published Mar 9

Non-Exchangeable Conformal Risk Control

Paper • 2310.01262 • Published Oct 2, 2023