Search Results for author: Kaiyu Yang

Found 13 papers, 10 papers with code

SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning

1 code implementation15 Jan 2024 Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang

We fine-tuned the ChatGLM family of language models with SciInstruct, enhancing their capabilities in scientific and mathematical reasoning.

Mathematical Reasoning

LeanDojo: Theorem Proving with Retrieval-Augmented Language Models

3 code implementations NeurIPS 2023 Kaiyu Yang, Aidan M. Swope, Alex Gu, Rahul Chalamala, Peiyang Song, Shixing Yu, Saad Godil, Ryan Prenger, Anima Anandkumar

Using this data, we develop ReProver (Retrieval-Augmented Prover): an LLM-based prover augmented with retrieval for selecting premises from a vast math library.

Automated Theorem Proving Math +1

Generating Natural Language Proofs with Verifier-Guided Search

1 code implementation25 May 2022 Kaiyu Yang, Jia Deng, Danqi Chen

In this paper, we present a novel stepwise method, NLProofS (Natural Language Proof Search), which learns to generate relevant steps conditioning on the hypothesis.

Hallucination valid

Bidding Agent Design in the LinkedIn Ad Marketplace

no code implementations25 Feb 2022 Yuan Gao, Kaiyu Yang, Yuanlong Chen, Min Liu, Noureddine El Karoui

We establish a general optimization framework for the design of automated bidding agent in dynamic online marketplaces.

Learning Symbolic Rules for Reasoning in Quasi-Natural Language

2 code implementations23 Nov 2021 Kaiyu Yang, Jia Deng

In this work, we ask how we can build a rule-based system that can reason with natural language input but without the manual construction of rules.

Automated Theorem Proving Formal Logic +1

A Study of Face Obfuscation in ImageNet

1 code implementation10 Mar 2021 Kaiyu Yang, Jacqueline Yau, Li Fei-Fei, Jia Deng, Olga Russakovsky

In this paper, we explore the effects of face obfuscation on the popular ImageNet challenge visual recognition benchmark.

Attribute Object +5

Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D

2 code implementations NeurIPS 2020 Ankit Goyal, Kaiyu Yang, Dawei Yang, Jia Deng

The 3D scenes in our dataset come in minimally contrastive pairs: two scenes in a pair are almost identical, but a spatial relation holds in one and fails in the other.

Relation Spatial Relation Recognition

Learning to Prove Theorems via Interacting with Proof Assistants

1 code implementation21 May 2019 Kaiyu Yang, Jia Deng

Proof assistants offer a formalism that resembles human mathematical reasoning, representing theorems in higher-order logic and proofs as high-level tactics.

Automated Theorem Proving Mathematical Reasoning

Stacked Hourglass Networks for Human Pose Estimation

45 code implementations22 Mar 2016 Alejandro Newell, Kaiyu Yang, Jia Deng

This work introduces a novel convolutional network architecture for the task of human pose estimation.

Pose Estimation

Cannot find the paper you are looking for? You can Submit a new open access paper.