Search Results for author: Hao Fang

Found 26 papers, 9 papers with code

Natural Language Decomposition and Interpretation of Complex Utterances

no code implementations15 May 2023 Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme

We introduce an approach for equipping a simple language-to-code model to handle complex utterances via a process of hierarchical natural language decomposition.

Language Modelling

Surveillance Face Presentation Attack Detection Challenge

no code implementations15 Apr 2023 Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei

Based on this dataset and protocol-$3$ for evaluating the robustness of the algorithm under quality changes, we organized a face presentation attack detection challenge in surveillance scenarios.

Face Anti-Spoofing Face Presentation Attack Detection +1

Surveillance Face Anti-spoofing

no code implementations3 Jan 2023 Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Chenxu Zhao, Xu Zhang, Stan Z. Li, Zhen Lei

In order to promote relevant research and fill this gap in the community, we collect a large-scale Surveillance High-Fidelity Mask (SuHiFiMask) dataset captured under 40 surveillance scenes, which has 101 subjects from different age groups with 232 3D attacks (high-fidelity masks), 200 2D attacks (posters, portraits, and screens), and 2 adversarial attacks.

Contrastive Learning Face Anti-Spoofing +2

Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering

no code implementations11 Oct 2022 Hao Cheng, Hao Fang, Xiaodong Liu, Jianfeng Gao

Given its effectiveness on knowledge-intensive natural language processing tasks, dense retrieval models have become increasingly popular.

Open-Domain Question Answering Retrieval

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems

1 code implementation24 May 2022 Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

Rejecting class imbalance as the sole culprit, we reveal that the trend is closely associated with an effect we call source signal dilution, where strong lexical cues for the new symbol become diluted as the training dataset grows.

Intent Recognition Natural Language Understanding +1

Salient Object Ranking with Position-Preserved Attention

1 code implementation ICCV 2021 Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He

In this paper, we study the Salient Object Ranking (SOR) task, which manages to assign a ranking order of each detected object according to its visual saliency.

Image Cropping Instance Segmentation +5

Connect-and-Slice: An Hybrid Approach for Reconstructing 3D Objects

no code implementations CVPR 2020 Hao Fang, Florent Lafarge

Converting point clouds generated by Laser scanning, multiview stereo imagery or depth cameras into compact polygon meshes is a challenging problem in vision.

Building A User-Centric and Content-Driven Socialbot

no code implementations6 May 2020 Hao Fang

Additionally, we construct a new knowledge base to power the socialbot by collecting social chat content from a variety of sources.

Management Reading Comprehension +2

A Dynamic Speaker Model for Conversational Interactions

1 code implementation NAACL 2019 Hao Cheng, Hao Fang, Mari Ostendorf

Characterizing these differences can be useful in human-computer interaction, as well as analysis of human-human conversations.

Text Generation

Planar Shape Detection at Structural Scales

no code implementations CVPR 2018 Hao Fang, Florent Lafarge, Mathieu Desbrun

Interpreting 3D data such as point clouds or surface meshes depends heavily on the scale of observation.

A Factored Neural Network Model for Characterizing Online Discussions in Vector Space

1 code implementation EMNLP 2017 Hao Cheng, Hao Fang, Mari Ostendorf

We develop a novel factored neural model that learns comment embeddings in an unsupervised way leveraging the structure of distributional context in online discussion forums.

Feature Engineering

Learning Latent Local Conversation Modes for Predicting Community Endorsement in Online Discussions

no code implementations16 Aug 2016 Hao Fang, Hao Cheng, Mari Ostendorf

Many social media platforms offer a mechanism for readers to react to comments, both positively and negatively, which in aggregate can be thought of as community endorsement.

Bi-directional Attention with Agreement for Dependency Parsing

1 code implementation EMNLP 2016 Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng

We develop a novel bi-directional attention model for dependency parsing, which learns to agree on headword predictions from the forward and backward parsing directions.

Dependency Parsing

Talking to the crowd: What do people react to in online discussions?

no code implementations EMNLP 2015 Aaron Jaech, Victoria Zayats, Hao Fang, Mari Ostendorf, Hannaneh Hajishirzi

This paper addresses the question of how language use affects community reaction to comments in online discussion forums, and the relative importance of the message vs. the messenger.

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