Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Re-Imagen: Retrieval-Augmented Text-to-Image Generator.

[BibT_eX]

[DOI]

Wenhu Chen

Hexiang Hu

Chitwan Saharia

William W. Cohen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On the Risk of Misinformation Pollution with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

EDIS: Entity-Driven Image Search over Multimodal Web Content.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

TheoremQA: A Theorem-driven Question Answering Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Large Language Models are few(1)-shot Table Reasoners.

[BibT_eX]

[DOI]

Wenhu Chen

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Few-shot In-context Learning on Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DePlot: One-shot visual language reasoning by plot-to-table translation.

[BibT_eX]

[DOI]

Fangyu Liu

Julian Martin Eisenschlos

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

QA Is the New KR: Question-Answer Pairs as Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Explanations from Large Language Models Make Small Reasoners Better.

[BibT_eX]

[DOI]

CoRR, 2022

Controllable Dialogue Simulation with In-context Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Accessing Diverse Web Knowledge with Natural Language Interface.

[BibT_eX]

[DOI]

Wenhu Chen

PhD thesis, 2021

ContraQA: Question Answering under Contradicting Contexts.

[BibT_eX]

[DOI]

CoRR, 2021

Meta Module Network for Compositional Visual Reasoning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Counterfactual Maximum Likelihood Estimation for Training Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Local Explanation of Dialogue Response Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Dataset for Answering Time-Sensitive Questions.

[BibT_eX]

[DOI]

Wenhu Chen

Xinyi Wang

William Yang Wang

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Unsupervised Multi-hop Question Answering by Question Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Open Question Answering over Tables and Text.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

FinQA: A Dataset of Numerical Reasoning over Financial Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Zero-shot Fact Verification by Claim Generation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Systematic Investigation of KB-Text Embedding Alignment at Scale.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Modeling Token-level Uncertainty to Learn Unknown Concepts in SLU via Calibrated Dirichlet Prior RNN.

[BibT_eX]

[DOI]

Yilin Shen

Wenhu Chen

Hongxia Jin

CoRR, 2020

TabFact: A Large-scale Dataset for Table-based Fact Verification.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Violin: A Large-Scale Dataset for Video-and-Language Inference.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Few-Shot NLG with Pre-Trained Language Model.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Logical Natural Language Generation from Open-Domain Tables.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Mining Algorithm Roadmap in Scientific Publications.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance.

[BibT_eX]

[DOI]

Yilin Shen

Wenhu Chen

Hongxia Jin

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Global Textual Relation Embedding for Relational Understanding.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Enhancing the Robustness of Prior Network in Out-of-Distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2018

Approximate Distribution Matching for Sequence-to-Sequence Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Variational Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Generative Bridging Network for Neural Sequence Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

XL-NBT: A Cross-lingual Neural Belief Tracking Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Video Captioning via Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Triangular Architecture for Rare Language Translation.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Neural Sequence Prediction by Coaching.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Bootstrap, Review, Decode: Using Out-of-Domain Textual Data to Improve Image Captioning.

[BibT_eX]

[DOI]

Wenhu Chen

Aurélien Lucchi

Thomas Hofmann

CoRR, 2016

Guided Alignment Training for Topic-Aware Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 12th Conferences of the Association for Machine Translation in the Americas: MT Researchers' Track, 2016

2013

Facial Emotion Recognition Using PHOG and a Hierarchical Expression Model.

[BibT_eX]

[DOI]

Zhao Zhong

Gang Shen

Wenhu Chen

Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 2013

Wenhu Chen

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