Publications

Publications authored with Lifu Huang

New! APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models

Lifu Huang
In Proceedings of the Empirical Methods in Natural Language Processing, (pp 9147-9160), 12/2023
Citatations: BibTeX

New! X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects

Lifu Huang, Ying Shen, Zhiyang Xu
In Cornell University, : , 11/2023
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New! MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks

Ying Shen, Zhiyang Xu, Lifu Huang
In Cornell University, : , 10/2023
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New! Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models

Zihao Lin, Lifu Huang
In Cornell University, : , 10/2023
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New! A Survey of Document-Level Information Extraction

Hanwen (Zoe) Zheng, Sijia Wang, Lifu Huang
In Cornell University, : , 09/2023
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New! The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning

Zhiyang Xu, Ying Shen, Lifu Huang
In Cornell University, : , 11/2023
Citatations: BibTeX

New! AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes

Barry Menglong Yao, Sijia Wang, Minqian Liu, Zhiyang Xu, Lifu Huang
In Cornell University, : , 05/2023
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New! Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization

Xiaochu Li, Lifu Huang
In Cornell University, : , 05/2023
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New! RE2: Region-Aware Relation Extraction from Visually Rich Documents

Lifu Huang, Sijia Wang
In Cornell University, : , 05/2023
Citatations: BibTeX

New! ExClaim: Explainable Neural Claim Verification Using Rationalization

Lifu Huang
In Cornell University, : , 01/2023
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New! Rationalization for Explainable NLP: A Survey

Lifu Huang
In Cornell University, : , 01/2023
Citatations: BibTeX

New! Text Mining-based Social-Psychological Vulnerability Analysis of Potential Victims To Cybergrooming: Insights and Lessons Learned

Lifu Huang
In Proceedings of the WWW: International World Wide Web Conference, (pp 1381-1388), 04/2023
Citatations: BibTeX

New! SHARE ON Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking

Lifu Huang
In Proceedings of the ACM Research and Development in Information Retrieval, (pp 842-851), 07/2023
Citatations: BibTeX

New! Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation

Zhiyang Xu, Lifu Huang
In Proceedings of the Association for Computational Linguistics, (pp 10421-10437), 07/2023
Citatations: BibTeX

New! Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction

Minqian Liu, Lifu Huang
In Proceedings of the Association for Computational Linguistics, (pp 2241-2257), 07/2023
Citatations: BibTeX

New! MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning

Zhiyang Xu, Ying Shen, Lifu Huang
In Cornell University, : , 06/2023
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New! Multimedia Generative Script Learning for Task Planning

Lifu Huang
In Cornell University, : , 07/2023
Citatations: BibTeX

New! MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective

Lifu Huang
In Proceedings of the Association for Computational Linguistics, (pp 10324-10334), 12/2022
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Improve Event Extraction via Self-Training with Gradient Guidance

Zhiyang Xu, Lifu Huang
In Cornell University, : , 05/2022
Citatations: BibTeX

New! End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models

Lifu Huang
In Cornell University, : , 05/2022
Citatations: BibTeX

New! What Makes the Story Forward?: Inferring Commonsense Explanations as Prompts for Future Event Generation

Lifu Huang
In Proceedings of the ACM SIGIR conference on Research and Development in Information Retrieval, (pp 1098–1109), 07/2022
Citatations: BibTeX

New! Extracting Temporal Event Relation with Syntax-guided Graph Transformer

Shuaicheng Zhang, Lifu Huang
In Proceedings of the Association for Computational Linguistics, (pp 379-390), 07/2022
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New! MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding

Lifu Huang
In Proceedings of the 10th AAAI Conference on Artificial Intelligence, (pp 11200-11208), 06/2022
Citatations: BibTeX

New! Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models

Lifu Huang
In Association for Computational Linguistics, Proceedings of the 21st Workshop on Biomedical Language Processing : 402-411, 05/2022
Citatations: BibTeX

New! Probing Script Knowledge from Pre-Trained Models

Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Identifying and Measuring Token-Level Sentiment Bias in Pre-trained Language Models with Prompts

Zhiyang Xu, Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection

Minqian Liu, Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! The Art of Prompting: Event Detection based on Type Specific Prompts

Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation

Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation

Lifu Huang
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Efficient Long Sequence Encoding via Synchronization

Lifu Huang
In Cornell University, : , 03/2022
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New! Inferring Commonsense Explanations as Prompts for Future Event Generation

Lifu Huang
In Cornell University, : , 01/2022
Citatations: BibTeX

New! Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding

Sijia Wang, Lifu Huang
In Cornell University, : , 10/2021
Citatations: BibTeX

New! The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction

Lifu Huang
In Proceedings of the Empirical Methods in Natural Language Processing, (pp 5203-5215),
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New! How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction

Lifu Huang
In Cornell University, : , 07/2021
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New! How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction

Lifu Huang
In Proceedings of the Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, (pp 4662–4671),
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New! Global Attention for Name Tagging

Lifu Huang
In Cornell University, : , 10/2020
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New! ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis

Lifu Huang
In Proceedings of the Natural Language Generation, (pp 384–397),
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New! Semi-supervised New Event Type Induction and Event Detection

Lifu Huang
In Proceedings of the Empirical Methods in Natural Language Processing, (pp 718-724),
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New! Extracting Temporal Event Relation with Syntactic-Guided Temporal Graph Transformer

Shuaicheng Zhang, Lifu Huang
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction

Lifu Huang
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing

Lifu Huang
In IEEE Transactions on Mobile Computing, 20 3: 1001-1016, 03/2021
Citatations: BibTeX