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yizhongw 

authored 2 papers 3 months ago

Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 48

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

Paper • 2411.15124 • Published Nov 22, 2024 • 59

akariasai 

authored a paper 4 months ago

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Paper • 2411.14199 • Published Nov 21, 2024 • 30

yizhongw 

authored a paper 4 months ago

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

Paper • 2410.19133 • Published Oct 24, 2024 • 11

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

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

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

yizhongw 

authored 10 papers about 1 year ago

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Paper • 1909.07940 • Published Sep 17, 2019

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Paper • 1903.00161 • Published Mar 1, 2019

One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Paper • 2212.09741 • Published Dec 19, 2022 • 3

HINT: Hypernetwork Instruction Tuning for Efficient Zero-Shot Generalisation

Paper • 2212.10315 • Published Dec 20, 2022 • 1

TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

Paper • 2303.11897 • Published Mar 21, 2023

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Paper • 2009.10795 • Published Sep 22, 2020

Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging

Paper • 2310.11564 • Published Oct 17, 2023 • 2

Fine-grained Hallucination Detection and Editing for Language Models

Paper • 2401.06855 • Published Jan 12, 2024 • 4

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 83

BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models

Paper • 2310.01329 • Published Oct 2, 2023