Search Results for author: Zirui Wu

Found 9 papers, 5 papers with code

Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables

no code implementations NAACL 2022 Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng

Different from previous fact extraction and verification tasks that only consider evidence of a single format, FEVEROUS brings further challenges by extending the evidence format to both plain text and tables.

Fact Verification

ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context

1 code implementation4 Mar 2024 Zirui Wu, Yansong Feng

Our work underscores the importance of the planning and reasoning abilities towards a model over tabular tasks with generalizability and interpretability.

Sentence

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data

1 code implementation27 Feb 2024 Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng

To address this gap, we introduce the Quantitative Reasoning with Data (QRData) benchmark, aiming to evaluate Large Language Models' capability in statistical and causal reasoning with real-world data.

Benchmarking

Lawyer LLaMA Technical Report

1 code implementation24 May 2023 Quzhe Huang, Mingxu Tao, Chen Zhang, Zhenwei An, Cong Jiang, Zhibin Chen, Zirui Wu, Yansong Feng

Specifically, we inject domain knowledge during the continual training stage and teach the model to learn professional skills using properly designed supervised fine-tuning tasks.

Hallucination Retrieval

Self-Aligning Depth-regularized Radiance Fields for Asynchronous RGB-D Sequences

no code implementations14 Nov 2022 Yuxin Huang, Andong Yang, Zirui Wu, Yuantao Chen, Runyi Yang, Zhenxin Zhu, Chao Hou, Hao Zhao, Guyue Zhou

It has been shown that learning radiance fields with depth rendering and depth supervision can effectively promote the quality and convergence of view synthesis.

Autonomous Driving Benchmarking

City-scale Incremental Neural Mapping with Three-layer Sampling and Panoptic Representation

no code implementations28 Sep 2022 Yongliang Shi, Runyi Yang, Pengfei Li, Zirui Wu, Hao Zhao, Guyue Zhou

Neural implicit representations are drawing a lot of attention from the robotics community recently, as they are expressive, continuous and compact.

OmniNeRF: Hybriding Omnidirectional Distance and Radiance fields for Neural Surface Reconstruction

no code implementations27 Sep 2022 Jiaming Shen, Bolin Song, Zirui Wu, Yi Xu

3D reconstruction from images has wide applications in Virtual Reality and Automatic Driving, where the precision requirement is very high.

3D Reconstruction 3D Scene Reconstruction +2

LATITUDE: Robotic Global Localization with Truncated Dynamic Low-pass Filter in City-scale NeRF

1 code implementation18 Sep 2022 Zhenxin Zhu, Yuantao Chen, Zirui Wu, Chao Hou, Yongliang Shi, Chuxuan Li, Pengfei Li, Hao Zhao, Guyue Zhou

In this paper, we present LATITUDE: Global Localization with Truncated Dynamic Low-pass Filter, which introduces a two-stage localization mechanism in city-scale NeRF.

Pose Prediction

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