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tomsherborne 

authored a paper 3 months ago

If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs

Paper • 2412.04144 • Published Dec 5, 2024 • 5

akariasai 

authored a paper 4 months ago

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Paper • 2411.14199 • Published Nov 21, 2024 • 30

akariasai 

authored a paper 5 months ago

Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages

Paper • 2410.16153 • Published Oct 21, 2024 • 44

hilagonen 

authored 7 papers 7 months ago

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Paper • 2004.07667 • Published Apr 16, 2020

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

Paper • 2311.09122 • Published Nov 15, 2023 • 7

Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models

Paper • 2401.10440 • Published Jan 19, 2024

MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling

Paper • 2403.10691 • Published Mar 15, 2024

XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models

Paper • 2301.10472 • Published Jan 25, 2023

MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization

Paper • 2407.08818 • Published Jul 11, 2024

Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models

Paper • 2408.06518 • Published Aug 12, 2024

akariasai 

authored a paper 8 months ago

Scaling Retrieval-Based Language Models with a Trillion-Token Datastore

Paper • 2407.12854 • Published Jul 9, 2024 • 31

tomsherborne 

authored a paper 8 months ago

On Leakage of Code Generation Evaluation Datasets

Paper • 2407.07565 • Published Jul 10, 2024 • 6

tomsherborne 

authored 2 papers 10 months ago

TRAM: Bridging Trust Regions and Sharpness Aware Minimization

Paper • 2310.03646 • Published Oct 5, 2023

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

Paper • 2307.04096 • Published Jul 9, 2023

machelreid 

authored 2 papers 12 months ago

Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 48

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8, 2024 • 63

akariasai 

authored 4 papers about 1 year ago

Fine-grained Hallucination Detection and Editing for Language Models

Paper • 2401.06855 • Published Jan 12, 2024 • 4

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Paper • 2212.10511 • Published Dec 20, 2022 • 1

Task-aware Retrieval with Instructions

Paper • 2211.09260 • Published Nov 16, 2022

XOR QA: Cross-lingual Open-Retrieval Question Answering

Paper • 2010.11856 • Published Oct 22, 2020