Jiacheng Liu's picture

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Jiacheng Liu

liujch1998

·

https://liujch1998.github.io/

AI & ML interests

NLP

Recent Activity

liked a dataset 2 days ago

allenai/omega-explorative

liked a Space 3 days ago

infini-gram-mini/Benchmark-Contamination-Monitoring-System

commented on a paper 9 days ago

Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index

View all activity

Organizations

authored 2 papers 3 months ago

Efficient Test-Time Scaling via Self-Calibration

Paper • 2503.00031 • Published Feb 25 • 15

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Paper • 2504.07096 • Published Apr 9 • 74

authored 12 papers 6 months ago

Don't throw away your value model! Making PPO even better via Value-Guided Monte-Carlo Tree Search decoding

Paper • 2309.15028 • Published Sep 26, 2023 • 1

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Paper • 2310.02255 • Published Oct 3, 2023 • 2

Crystal: Introspective Reasoners Reinforced with Self-Feedback

Paper • 2310.04921 • Published Oct 7, 2023 • 1

NaturalProofs: Mathematical Theorem Proving in Natural Language

Paper • 2104.01112 • Published Mar 24, 2021

Generated Knowledge Prompting for Commonsense Reasoning

Paper • 2110.08387 • Published Oct 15, 2021

Minds versus Machines: Rethinking Entailment Verification with Language Models

Paper • 2402.03686 • Published Feb 6, 2024 • 1

NaturalProver: Grounded Mathematical Proof Generation with Language Models

Paper • 2205.12910 • Published May 25, 2022

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering

Paper • 2210.03078 • Published Oct 6, 2022 • 1

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback

Paper • 2406.09279 • Published Jun 13, 2024 • 3

AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text

Paper • 2410.04265 • Published Oct 5, 2024

Establishing Task Scaling Laws via Compute-Efficient Model Ladders

Paper • 2412.04403 • Published Dec 5, 2024 • 3

2 OLMo 2 Furious

Paper • 2501.00656 • Published Dec 31, 2024 • 19

authored a paper over 1 year ago

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Paper • 2401.17377 • Published Jan 30, 2024 • 38

authored 2 papers about 2 years ago

Inverse Scaling: When Bigger Isn't Better

Paper • 2306.09479 • Published Jun 15, 2023 • 9

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements

Paper • 2305.03695 • Published May 5, 2023 • 4