Johns Hopkins University

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AI & ML interests

AI, Machine Learning, Interdisciplinary Collaboration

Recent Activity

wjurayj authored a paper 18 days ago

Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering

ShunchiZhang authored a paper 23 days ago

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

jienengchen authored a paper 3 months ago

GenEx: Generating an Explorable World

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JohnsHopkins's activity

ash56

authored a paper 27 days ago

Less is More for Synthetic Speech Detection in the Wild

Paper • 2502.05674 • Published 29 days ago

TaiMingLu

authored a paper 3 months ago

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 90

TaiMingLu

authored 4 papers 4 months ago

Every Language Counts: Learn and Unlearn in Multilingual LLMs

Paper • 2406.13748 • Published Jun 19, 2024

Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell

Paper • 2406.14673 • Published Jun 20, 2024

Generative World Explorer

Paper • 2411.11844 • Published Nov 18, 2024 • 76

It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF

Paper • 2406.07971 • Published Jun 12, 2024

dogtooth

authored a paper 5 months ago

Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models

Paper • 2310.00840 • Published Oct 2, 2023

KaiserWhoLearns

authored a paper 7 months ago

Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models

Paper • 2408.06663 • Published Aug 13, 2024 • 16

nikhilsk

authored a paper 7 months ago

Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models

Paper • 2407.05502 • Published Jul 7, 2024

Shraman

authored a paper 8 months ago

SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12, 2024 • 11

KaiserWhoLearns

authored a paper 9 months ago

The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks

Paper • 2310.17514 • Published Oct 26, 2023

jacopoteneggi

authored a paper 9 months ago

I Bet You Did Not Mean That: Testing Semantic Importance via Betting

Paper • 2405.19146 • Published May 29, 2024

yaoyaoliu

authored 2 papers 10 months ago

Generating Images with 3D Annotations Using Diffusion Models

Paper • 2306.08103 • Published Jun 13, 2023 • 1

HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting

Paper • 2405.15125 • Published May 24, 2024 • 8

dlawrie

authored a paper 10 months ago

Distillation for Multilingual Information Retrieval

Paper • 2405.00977 • Published May 2, 2024

dlawrie

authored 5 papers 11 months ago

Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation

Paper • 2401.04810 • Published Jan 9, 2024

Neural Approaches to Multilingual Information Retrieval

Paper • 2209.01335 • Published Sep 3, 2022

Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models

Paper • 2201.08471 • Published Jan 20, 2022

NevIR: Negation in Neural Information Retrieval

Paper • 2305.07614 • Published May 12, 2023 • 1

Defending Against Poisoning Attacks in Open-Domain Question Answering

Paper • 2212.10002 • Published Dec 20, 2022