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2020 – today
- 2023
[c83]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) 2023: 504-519- [c82]Tanay Dixit, Fei Wang, Muhao Chen:
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. ACL (2) 2023: 902-913 - [c81]Shudi Hou, Yu Xia, Muhao Chen, Sujian Li:
Contrastive Bootstrapping for Label Refinement. ACL (2) 2023: 976-985 - [c80]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL (1) 2023: 2450-2467 - [c79]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. ACL (Findings) 2023: 10129-10147 - [c78]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) 2023: 10336-10351 - [c77]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. ACL (1) 2023: 13249-13263 - [c76]Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang, Dan Roth:
Indirectly Supervised Natural Language Processing. ACL (tutorial) 2023: 32-40 - [c75]Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen:
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. EACL 2023: 541-553 - [c74]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. EACL 2023: 865-872 - [c73]Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren:
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. ICLR 2023 - [c72]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. ICSE 2023: 1853-1865 - [i92]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. CoRR abs/2303.11315 (2023) - [i91]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. CoRR abs/2305.10907 (2023) - [i90]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoRR abs/2305.13551 (2023) - [i89]James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu:
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR abs/2305.14599 (2023) - [i88]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. CoRR abs/2305.14695 (2023) - [i87]Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen:
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. CoRR abs/2305.14710 (2023) - [i86]Qin Liu
, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. CoRR abs/2305.14910 (2023) - [i85]Jiongxiao Wang, Zichen Liu, Keun Hee Park, Muhao Chen, Chaowei Xiao:
Adversarial Demonstration Attacks on Large Language Models. CoRR abs/2305.14950 (2023) - [i84]Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. CoRR abs/2305.14970 (2023) - [i83]Tanay Dixit, Fei Wang, Muhao Chen:
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. CoRR abs/2305.14981 (2023) - [i82]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. CoRR abs/2305.16680 (2023) - [i81]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR abs/2305.17627 (2023) - [i80]Ehsan Qasemi, Amani R. Maina-Kilaas, Devadutta Dash, Khalid Alsaggaf, Muhao Chen:
Preconditioned Visual Language Inference with Weak Supervision. CoRR abs/2306.01753 (2023) - [i79]Shudi Hou, Yu Xia, Muhao Chen, Sujian Li:
Contrastive Bootstrapping for Label Refinement. CoRR abs/2306.04544 (2023) - [i78]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. CoRR abs/2308.03279 (2023) - [i77]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. CoRR abs/2308.10564 (2023) - [i76]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. CoRR abs/2308.13276 (2023) - [i75]Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen:
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. CoRR abs/2309.10891 (2023) - 2022
- [j9]Tianran Zhang, Muhao Chen, Alex A. T. Bui:
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. J. Biomed. Informatics 134: 104168 (2022) - [j8]Shuo Ma, Muhao Chen, Robert E. Skelton:
TsgFEM: Tensegrity Finite Element Method. J. Open Source Softw. 7(75): 3390 (2022) - [j7]Bangzheng Li, Wenpeng Yin, Muhao Chen:
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. Trans. Assoc. Comput. Linguistics 10: 607-622 (2022) - [c71]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c70]Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen:
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. EMNLP (Findings) 2022: 2757-2769 - [c69]Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen:
Sharpness-Aware Minimization with Dynamic Reweighting. EMNLP (Findings) 2022: 5686-5699 - [c68]Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu:
Salience Allocation as Guidance for Abstractive Summarization. EMNLP 2022: 6094-6106 - [c67]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. EMNLP (Findings) 2022: 6575-6594 - [c66]Ehsan Qasemi, Filip Ilievski, Muhao Chen, Pedro A. Szekely:
PaCo: Preconditions Attributed to Commonsense Knowledge. EMNLP (Findings) 2022: 6781-6796 - [c65]Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. EMNLP 2022: 8642-8658 - [c64]Peifeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren:
Contextualized Scene Imagination for Generative Commonsense Reasoning. ICLR 2022 - [c63]Wenxuan Zhou, Muhao Chen:
An Improved Baseline for Sentence-level Relation Extraction. AACL/IJCNLP (2) 2022: 161-168 - [c62]Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen:
PInKS: Preconditioned Commonsense Inference with Minimal Supervision. AACL/IJCNLP (1) 2022: 320-336 - [c61]Bonan Kou, Yifeng Di, Muhao Chen, Tianyi Zhang:
SOSum: A Dataset of Stack Overflow Post Summaries. MSR 2022: 247-251 - [c60]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. NAACL-HLT (Findings) 2022: 1172-1184 - [c59]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction. NAACL-HLT (Findings) 2022: 1698-1708 - [c58]James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen:
Unified Semantic Typing with Meaningful Label Inference. NAACL-HLT 2022: 2642-2654 - [c57]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. NAACL-HLT 2022: 3071-3081 - [c56]Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. NAACL-HLT 2022: 4314-4325 - [c55]Fei Wang, Zhewei Xu, Pedro A. Szekely, Muhao Chen:
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. NAACL-HLT 2022: 5037-5048 - [i74]Bangzheng Li, Wenpeng Yin, Muhao Chen:
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. CoRR abs/2202.06167 (2022) - [i73]Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. CoRR abs/2205.00042 (2022) - [i72]James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen:
Unified Semantic Typing with Meaningful Label Inference. CoRR abs/2205.01826 (2022) - [i71]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. CoRR abs/2205.02406 (2022) - [i70]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. CoRR abs/2205.03784 (2022) - [i69]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction. CoRR abs/2205.03786 (2022) - [i68]Fei Wang, Zhewei Xu, Pedro A. Szekely, Muhao Chen:
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. CoRR abs/2205.03972 (2022) - [i67]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. CoRR abs/2205.09837 (2022) - [i66]Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. CoRR abs/2205.12640 (2022) - [i65]Shuo Ma, Yiqian Chen, Muhao Chen, Robert E. Skelton:
Equilibrium and stiffness study of clustered tensegrity structures with the consideration of pulley sizes. CoRR abs/2206.05048 (2022) - [i64]Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen:
PInKS: Preconditioned Commonsense Inference with Minimal Supervision. CoRR abs/2206.07920 (2022) - [i63]Shuo Ma, Kai Lu, Muhao Chen, Robert E. Skelton:
Design and control analysis of a deployable clustered hyperbolic paraboloid cable net. CoRR abs/2206.13511 (2022) - [i62]Qibang Liu, Muhao Chen, Robert E. Skelton:
An extended ordinary state-based peridynamics for non-spherical horizons. CoRR abs/2207.06497 (2022) - [i61]Jihoon Sohn, Mingyu Derek Ma, Muhao Chen:
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. CoRR abs/2209.05635 (2022) - [i60]Shikhar Singh, Ehsan Qasemi, Muhao Chen:
VIPHY: Probing "Visible" Physical Commonsense Knowledge. CoRR abs/2209.07000 (2022) - [i59]Hongming Zhang, Yueguan Wang, Yuqian Deng, Haoyu Wang, Muhao Chen, Dan Roth:
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events. CoRR abs/2210.04074 (2022) - [i58]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. CoRR abs/2210.04382 (2022) - [i57]Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen:
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. CoRR abs/2210.04992 (2022) - [i56]Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen:
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. CoRR abs/2210.12213 (2022) - [i55]Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu:
Salience Allocation as Guidance for Abstractive Summarization. CoRR abs/2210.12330 (2022) - [i54]Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren:
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. CoRR abs/2211.01562 (2022) - [i53]Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen:
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. CoRR abs/2212.10558 (2022) - [i52]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? CoRR abs/2212.10784 (2022) - [i51]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. CoRR abs/2212.10786 (2022) - [i50]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. CoRR abs/2212.10823 (2022) - 2021
- [j6]Jyun-Yu Jiang, Chelsea J.-T. Ju, Junheng Hao, Muhao Chen, Wei Wang:
JEDI: circular RNA prediction based on junction encoders and deep interaction among splice sites. Bioinform. 37(Supplement): 289-298 (2021) - [c54]Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier:
Visual Pivoting for (Unsupervised) Entity Alignment. AAAI 2021: 4257-4266 - [c53]Cunchao Zhu, Muhao Chen, Changjun Fan, Guangquan Cheng, Yan Zhang:
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks. AAAI 2021: 4732-4740 - [c52]Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. ACL/IJCNLP (1) 2021: 3582-3593 - [c51]Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren:
Do Language Models Perform Generalizable Commonsense Inference? ACL/IJCNLP (Findings) 2021: 3681-3688 - [c50]Kexuan Sun, Fei Wang, Muhao Chen, Jay Pujara:
Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering. CIKM 2021: 1744-1753 - [c49]Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth:
Cross-lingual Entity Alignment with Incidental Supervision. EACL 2021: 645-658 - [c48]Wenxuan Zhou, Fangyu Liu, Muhao Chen:
Contrastive Out-of-Distribution Detection for Pretrained Transformers. EMNLP (1) 2021: 1100-1111 - [c47]Xiyang Zhang, Muhao Chen, Jonathan May:
Salience-Aware Event Chain Modeling for Narrative Understanding. EMNLP (1) 2021: 1418-1428 - [c46]Fei Wang, Kexuan Sun, Jay Pujara, Pedro A. Szekely, Muhao Chen:
Table-based Fact Verification With Salience-aware Learning. EMNLP (Findings) 2021: 4025-4036 - [c45]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. EMNLP (Findings) 2021: 4182-4194 - [c44]Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth:
Learning Constraints and Descriptive Segmentation for Subevent Detection. EMNLP (1) 2021: 5216-5226 - [c43]Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. EMNLP (1) 2021: 5381-5392 - [c42]Minh Pham, Craig A. Knoblock, Muhao Chen, Binh Vu, Jay Pujara:
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. IJCAI 2021: 3543-3551 - [c41]Jay Pujara, Pedro A. Szekely, Huan Sun, Muhao Chen:
From Tables to Knowledge: Recent Advances in Table Understanding. KDD 2021: 4060-4061 - [c40]Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum:
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. NAACL-HLT 2021: 882-893 - [c39]Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro A. Szekely:
Retrieving Complex Tables with Multi-Granular Graph Representation Learning. SIGIR 2021: 1472-1482 - [i49]Wenxuan Zhou, Muhao Chen:
An Improved Baseline for Sentence-level Relation Extraction. CoRR abs/2102.01373 (2021) - [i48]Changping Meng, Muhao Chen, Jie Mao, Jennifer Neville:
ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis. CoRR abs/2103.04083 (2021) - [i47]Junheng Hao, Chelsea Ju, Muhao Chen, Yizhou Sun, Carlo Zaniolo, Wei Wang:
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases. CoRR abs/2103.04283 (2021) - [i46]Junheng Hao, Muhao Chen, Wenchao Yu, Yizhou Sun, Wei Wang:
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts. CoRR abs/2103.08115 (2021) - [i45]Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum:
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. CoRR abs/2104.04597 (2021) - [i44]Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. CoRR abs/2104.08656 (2021) - [i43]Ehsan Qasemi, Filip Ilievski, Muhao Chen, Pedro A. Szekely:
CoreQuisite: Circumstantial Preconditions of Common Sense Knowledge. CoRR abs/2104.08712 (2021) - [i42]Wenxuan Zhou, Muhao Chen:
Contrastive Out-of-Distribution Detection for Pretrained Transformers. CoRR abs/2104.08812 (2021) - [i41]Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro A. Szekely:
Retrieving Complex Tables with Multi-Granular Graph Representation Learning. CoRR abs/2105.01736 (2021) - [i40]Shuo Ma, Muhao Chen, Robert E. Skelton:
Tensegrity system dynamics based on finite element method. CoRR abs/2106.02176 (2021) - [i39]Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. CoRR abs/2106.02248 (2021) - [i38]Mohamed Khaled, Srivignesh Srinivasan, Alkassoum Toure, Muhao Chen, Emily Kincaid, Thomas Lopaz, Luis Rodriguez, Jessica Ezemba, Ayodeji Adeniran, Teresa Valdez, Uthej Vattipalli, Le Linh, Ahmed Madi, Eduardo Gildin, Robert E. Skelton, Sam Noynaert, George Moridis:
DREAMS: Drilling and Extraction Automated System. CoRR abs/2106.05874 (2021) - [i37]Shuo Ma, Muhao Chen, Xingfei Yuan, Robert E. Skelton:
Design and analysis of deployable clustered tensegrity cable domes. CoRR abs/2106.08424 (2021) - [i36]Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren:
Do Language Models Perform Generalizable Commonsense Inference? CoRR abs/2106.11533 (2021) - [i35]Fei Wang, Kexuan Sun, Jay Pujara, Pedro A. Szekely, Muhao Chen:
Table-based Fact Verification with Salience-aware Learning. CoRR abs/2109.04053 (2021) - [i34]Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth:
Learning Constraints and Descriptive Segmentation for Subevent Detection. CoRR abs/2109.06316 (2021) - [i33]Xiyang Zhang, Muhao Chen, Jonathan May:
Salience-Aware Event Chain Modeling for Narrative Understanding. CoRR abs/2109.10475 (2021) - [i32]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. CoRR abs/2109.10500 (2021) - [i31]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR abs/2110.08443 (2021) - [i30]Shuo Ma, Muhao Chen, Robert E. Skelton:
Dynamics and control of clustered tensegrity systems. CoRR abs/2110.09898 (2021) - [i29]Yiwei Wang, Yujun Cai, Yuxuan Liang, Wei Wang, Henghui Ding, Muhao Chen, Jing Tang, Bryan Hooi:
Structure-Aware Label Smoothing for Graph Neural Networks. CoRR abs/2112.00499 (2021) - [i28]Peifeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren:
Contextualized Scene Imagination for Generative Commonsense Reasoning. CoRR abs/2112.06318 (2021) - [i27]Wenxuan Zhou, Muhao Chen:
δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting. CoRR abs/2112.08772 (2021) - 2020
- [j5]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. Proc. VLDB Endow. 13(11): 2326-2340 (2020) - [j4]Raman Goyal, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
Gyroscopic Tensegrity Robots. IEEE Robotics Autom. Lett. 5(2): 1239-1246 (2020) - [c38]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation. AAAI 2020: 222-229 - [c37]Tianran Zhang, Muhao Chen, Alex A. T. Bui:
Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events. AIME 2020: 348-358 - [c36]Junheng Hao, Chelsea J.-T. Ju, Muhao Chen, Yizhou Sun, Carlo Zaniolo, Wei Wang:
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases. BCB 2020: 42:1-42:10 - [c35]Muhao Chen, Hongming Zhang, Haoyu Wang, Dan Roth:
What Are You Trying to Do? Semantic Typing of Event Processes. CoNLL 2020: 531-542 - [c34]Changping Meng, Muhao Chen, Jie Mao, Jennifer Neville:
ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis. ECIR (1) 2020: 33-49 - [c33]