Hu Xu

Affiliations:
  • Facebook AI Research, Seattle, WA, USA
  • University of Illinois, Chicago, IL, USA


According to our database1, Hu Xu authored at least 45 papers between 2011 and 2023.

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Bibliography

2023
Demystifying CLIP Data.
CoRR, 2023

DINOv2: Learning Robust Visual Features without Supervision.
CoRR, 2023

MAViL: Masked Audio-Video Learners.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Diffusion Models as Masked Autoencoders.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CiT: Curation in Training for Effective Vision-Language Data.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Zero-Shot Aspect-Based Sentiment Analysis.
CoRR, 2022

CM3: A Causal Masked Multimodal Model of the Internet.
CoRR, 2022

Masked Autoencoders that Listen.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

HTLM: Hyper-Text Pre-Training and Prompting of Language Models.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Adapting a Language Model While Preserving its General Knowledge.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Continual Training of Language Models for Few-Shot Learning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
User Memory Reasoning for Conversational Recommendation.
CoRR, 2020

DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Controllable Text Generation with Focused Variation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Understanding Pre-trained BERT for Aspect-based Sentiment Analysis.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

User Memory Reasoning for Conversational Recommendation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution.
CoRR, 2019

Controlled CNN-based Sequence Labeling for Aspect Extraction.
CoRR, 2019

Review Conversational Reading Comprehension.
CoRR, 2019

Open-world Learning and Application to Product Classification.
Proceedings of the World Wide Web Conference, 2019

Flexibly-Structured Model for Task-Oriented Dialogues.
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Modeling Multi-Action Policy for Task-Oriented Dialogues.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
Learning to Accept New Classes without Training.
CoRR, 2018

Unseen Class Discovery in Open-world Classification.
CoRR, 2018

Lifelong Domain Word Embedding via Meta-Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Dual Attention Network for Product Compatibility and Function Satisfiability Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge.
CoRR, 2017

DOC: Deep Open Classification of Text Documents.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Product function need recognition via semi-supervised attention network.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Lifelong Learning CRF for Supervised Aspect Extraction.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Mining Compatible/Incompatible Entities from Question and Answering via Yes/No Answer Classification using Distant Label Expansion.
CoRR, 2016

Supervised Opinion Aspect Extraction by Exploiting Past Extraction Results.
CoRR, 2016

Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

CER: Complementary entity recognition via knowledge expansion on large unlabeled product reviews.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2013
Planning Paths with Fewer Turns on Grid Maps.
Proceedings of the Sixth Annual Symposium on Combinatorial Search, 2013

High-speed and accurate laser scan matching using classified features.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2013

2011
Accuracy Analysis of Power Characterization and Modeling.
Proceedings of the Convergence and Hybrid Information Technology, 2011


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