LTL Edge ML Research

university

AI & ML interests

nlp efficiency, edge ml, low-resource, multilinguality

authored a paper 4 months ago

FilBench: Can LLMs Understand and Generate Filipino?

Paper • 2508.03523 • Published Aug 5, 2025 • 1

authored a paper 9 months ago

R3: Robust Rubric-Agnostic Reward Models

Paper • 2505.13388 • Published May 19, 2025 • 11

authored 2 papers 12 months ago

MMTEB: Massive Multilingual Text Embedding Benchmark

Paper • 2502.13595 • Published Feb 19, 2025 • 45

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia

Paper • 2503.07920 • Published Mar 10, 2025 • 101

authored 2 papers about 1 year ago

Bridging the Data Provenance Gap Across Text, Speech and Video

Paper • 2412.17847 • Published Dec 19, 2024 • 10

2 OLMo 2 Furious

Paper • 2501.00656 • Published Dec 31, 2024 • 22

authored 5 papers over 1 year ago

TÜLU 3: Pushing Frontiers in Open Language Model Post-Training

Paper • 2411.15124 • Published Nov 22, 2024 • 67

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

Paper • 2410.19133 • Published Oct 24, 2024 • 11

M-RewardBench: Evaluating Reward Models in Multilingual Settings

Paper • 2410.15522 • Published Oct 20, 2024 • 12

Consent in Crisis: The Rapid Decline of the AI Data Commons

Paper • 2407.14933 • Published Jul 20, 2024 • 14

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

Paper • 2406.10118 • Published Jun 14, 2024 • 32

authored a paper almost 2 years ago

RewardBench: Evaluating Reward Models for Language Modeling

Paper • 2403.13787 • Published Mar 20, 2024 • 22

authored 4 papers over 2 years ago

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark

Paper • 2311.09122 • Published Nov 15, 2023 • 8

calamanCy: A Tagalog Natural Language Processing Toolkit

Paper • 2311.07171 • Published Nov 13, 2023

Developing a Named Entity Recognition Dataset for Tagalog

Paper • 2311.07161 • Published Nov 13, 2023 • 2

Multi hash embeddings in spaCy

Paper • 2212.09255 • Published Dec 19, 2022