Yizhong Wang

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authored 2 papers 11 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 • 66

authored a paper about 1 year ago

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

Paper • 2410.19133 • Published Oct 24, 2024 • 11

authored 10 papers over 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 • 4

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 • 84

BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models

Paper • 2310.01329 • Published Oct 2, 2023

authored 2 papers almost 2 years ago

Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22

Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Paper • 2311.10702 • Published Nov 17, 2023 • 20

authored 3 papers about 2 years ago

Self-Instruct: Aligning Language Model with Self Generated Instructions

Paper • 2212.10560 • Published Dec 20, 2022 • 9

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78

authored a paper over 2 years ago

How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources

Paper • 2306.04751 • Published Jun 7, 2023 • 5