Michael Witbrock
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
44
Venues
22
Active years
1992–2025
Best venue rank
A*
Where they publish
- A*AAAI10 papers
- A*IJCAI4 papers
- A*ACL3 papers
- BICONIP3 papers
- NationalFlAIRS3 papers
- BIJCNN2 papers
- A*ICLR2 papers
- BCOLING2 papers
- MulticonferenceICASSP2 papers
- BACIVS1 paper
- AustralasianIVCNZ1 paper
- AustralasianAusDM1 paper
- AEACL1 paper
- BIJCNLP1 paper
- CNeSy1 paper
- AInterspeech1 paper
- AAISTATS1 paper
- A*CVPR1 paper
- A*EMNLP1 paper
- A*WWW1 paper
- BILP1 paper
- A*KR1 paper
Papers
44 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models. | Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gal Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu |
| 2025 | ACIVS | Analysis of Long-Term Player Action Prediction Performance Based on Causal Modelling in Rugby League. | Jiaxuan Wang, Ruigeng Wang, Shahrokh Heidari, David Arturo Soriano Valdez, Mitchell Rogers, Gal Gendron, Yani He, Nicolas Mir, Yalu Zou, Riki Mitchel, Alfonso Gastelum Strozzi, Marcel Noronha, Michael Witbrock, Patrice Delmas |
| 2024 | AAAI | Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables. | Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset zkan Tan, Michael Witbrock |
| 2024 | AAAI | Robust Node Classification on Graph Data with Graph and Label Noise. | Yonghua Zhu, Lei Feng, Zhenyun Deng, Yang Chen, Robert Amor, Michael Witbrock |
| 2024 | ACL | Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. | Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Gal Gendron, Timothy Pistotti, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Paul Denny, Michael Witbrock, Jiamou Liu |
| 2024 | ICONIP | Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning. | Qiming Bao, Gal Gendron, Alex Yuxuan Peng, Wanjun Zhong, Neset Tan, Yang Chen, Michael Witbrock, Jiamou Liu |
| 2024 | ICONIP | Annotator Disagreement-Based Analysis for Developing Bias Benchmark Datasets in Resource-Restricted Settings. | Vithya Yogarajan, Paul Rayson, Gillian Dobbie, Aaron Keesing, Te Taka Keegan, Diana Benavides-Prado, Michael Witbrock |
| 2024 | ICONIP | Transformers as Approximations of Solomonoff Induction. | Nathan Young, Michael Witbrock |
| 2024 | IJCAI | Large Language Models Are Not Strong Abstract Reasoners. | Gal Gendron, Qiming Bao, Michael Witbrock, Gillian Dobbie |
| 2024 | IJCNN | Enhancing Data Augmentation with Knowledge-enriched Data Generation via Dynamic Prompt-tuning Method. | Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock |
| 2024 | IJCNN | Epic-Level Text Generation with LLM through Auto-prompted Reinforcement Learning. | Qianqian Qi, Lin Ni, Zhongsheng Wang, Libo Zhang, Jiamou Liu, Michael Witbrock |
| 2024 | IVCNZ | Causal Behaviour Modelling for Player Action Prediction in Rugby League Using Graph Neural Networks. | Jiaxuan Wang, Ruigeng Wang, Gal Gendron, Shahrokh Heidari, David Arturo Soriano Valdez, Gibrn Alfonso Zazueta Cruz, Stephen Hallett, Mitchell Rogers, Alexander Woodward, Alfonso Gastelum Strozzi, Riki Mitchel, Mengjie Zhang, Michael Witbrock, Patrice Delmas |
| 2023 | AusDM | Boosting QA Performance Through SA-Net and AA-Net with the Read+Verify Framework. | Liang Tang, Qianqian Qi, Qinghua Shang, Yuguang Cai, Jiamou Liu, Michael Witbrock, Kaokao Lv |
| 2023 | EACL | Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking. | Neset Tan, Trung Nguyen, Joshua Bensemann, Alex Yuxuan Peng, Qiming Bao, Yang Chen, Mark Gahegan, Michael Witbrock |
| 2023 | ICLR | Neuromodulation Gated Transformer. | Kobe Knowles, Joshua Bensemann, Diana Benavides Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen |
| 2023 | ICLR | A Dynamic Prompt-tuning Method for Data Augmentation with Associated Knowledge. | Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock |
| 2023 | IJCAI | Disentanglement of Latent Representations via Causal Interventions. | Gal Gendron, Michael Witbrock, Gillian Dobbie |
| 2022 | AAAI | DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions. | Lin Ni, Qiming Bao, Xiaoxuan Li, Qianqian Qi, Paul Denny, Jim Warren, Michael Witbrock, Jiamou Liu |
| 2022 | ACL | AbductionRules: Training Transformers to Explain Unexpected Inputs. | Nathan Young, Qiming Bao, Joshua Bensemann, Michael Witbrock |
| 2022 | COLING | Prompt-based Conservation Learning for Multi-hop Question Answering. | Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle |
| 2022 | IJCAI | Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. | Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle |
| 2022 | IJCNLP | TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs. | Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Jisoo Lee, Michael Witbrock, Jiamou Liu |
| 2022 | NeSy | Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation. | Qiming Bao, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu |
| 2021 | AAAI | A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving. | Maxwell Crouse, Ibrahim Abdelaziz, Bassem Makni, Spencer Whitehead, Cristina Cornelio, Pavan Kapanipathi, Kavitha Srinivas, Veronika Thost, Michael Witbrock, Achille Fokoue |
| 2021 | Interspeech | Acoustic Features and Neural Representations for Categorical Emotion Recognition from Speech. | Aaron Keesing, Yun Sing Koh, Michael Witbrock |
| 2019 | AAAI | A Sequential Set Generation Method for Predicting Set-Valued Outputs. | Tian Gao, Jie Chen, Vijil Chenthamarakshan, Michael Witbrock |
| 2019 | AAAI | Improving Natural Language Inference Using External Knowledge in the Science Questions Domain. | Xiaoyan Wang, Pavan Kapanipathi, Ryan Musa, Mo Yu, Kartik Talamadupula, Ibrahim Abdelaziz, Maria Chang, Achille Fokoue, Bassem Makni, Nicholas Mattei, Michael Witbrock |
| 2018 | ACL | A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset. | Michael Boratko, Harshit Padigela, Divyendra Mikkilineni, Pritish Yuvraj, Rajarshi Das, Andrew McCallum, Maria Chang, Achille Fokoue-Nkoutche, Pavan Kapanipathi, Nicholas Mattei, Ryan Musa, Kartik Talamadupula, Michael Witbrock |
| 2018 | AISTATS | Random Warping Series: A Random Features Method for Time-Series Embedding. | Lingfei Wu, Ian En-Hsu Yen, Jinfeng Yi, Fangli Xu, Qi Lei, Michael Witbrock |
| 2018 | CVPR | Image Super-Resolution via Dual-State Recurrent Networks. | Wei Han, Shiyu Chang, Ding Liu, Mo Yu, Michael Witbrock, Thomas S. Huang |
| 2018 | EMNLP | An Interface for Annotating Science Questions. | Michael Boratko, Harshit Padigela, Divyendra Mikkilineni, Pritish Yuvraj, Rajarshi Das, Andrew McCallum, Maria Chang, Achille Fokoue, Pavan Kapanipathi, Nicholas Mattei, Ryan Musa, Kartik Talamadupula, Michael Witbrock |
| 2015 | AAAI | Cyc and the Big C: Reading that Produces and Uses Hypotheses about Complex Molecular Biology Mechanisms. | Michael Witbrock, Karen Pittman, Jessica Moszkowicz, Andrew Beck, Dave Schneider, Douglas B. Lenat |
| 2015 | WWW | Semantic Construction Grammar: Bridging the NL / Logic Divide. | Dave Schneider, Michael Witbrock |
| 2007 | FlAIRS | Autonomous Classification of Knowledge into an Ontology. | Matthew E. Taylor, Cynthia Matuszek, Bryan Klimt, Michael Witbrock |
| 2007 | FlAIRS | Guiding Inference with Policy Search Reinforcement Learning. | Matthew E. Taylor, Cynthia Matuszek, Pace Reagan Smith, Michael Witbrock |
| 2006 | FlAIRS | Automated Population of Cyc: Extracting Information about Named-entities from the Web. | Purvesh Shah, David Schneider, Cynthia Matuszek, Robert C. Kahlert, Bjrn Aldag, David Baxter, John Cabral, Michael Witbrock, Jon Curtis |
| 2005 | AAAI | Searching for Common Sense: Populating Cyc™ from the Web. | Cynthia Matuszek, Michael Witbrock, Robert C. Kahlert, John Cabral, David Schneider, Purvesh Shah, Douglas B. Lenat |
| 2005 | AAAI | A Knowledge-Based Approach to Network Security: Applying Cyc in the Domain of Network Risk Assessment. | Blake Shepard, Cynthia Matuszek, C. Bruce Fraser, William Wechtenhiser, David Crabbe, Zelal Gngrd, John Jantos, Todd Hughes, Larry Lefkowitz, Michael Witbrock, Douglas B. Lenat, Erik Larson |
| 2005 | ILP | Converting Semantic Meta-knowledge into Inductive Bias. | John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael Witbrock, Brett Summers |
| 2004 | COLING | Inferring parts of speech for lexical mappings via the Cyc KB. | Tom O'Hara, Stefano Bertolo, Michael Witbrock, Bjrn Aldag, Jon Curtis, Kathy Panton, Dave Schneider, Nancy Salay |
| 2004 | KR | Towards a Quantitative, Platform-Independent Analysis of Knowledge Systems. | Noah S. Friedland, Paul G. Allen, Michael Witbrock, Gavin Matthews, Nancy Salay, Pierluigi Miraglia, Jrgen Angele, Steffen Staab, David J. Israel, Vinay K. Chaudhri, Bruce W. Porter, Ken Barker, Peter Clark |
| 2003 | IJCAI | Inducing criteria for lexicalization parts of speech using the Cyc KB. | Tom O'Hara, Michael Witbrock, Bjrn Aldag, Stefano Bertolo, Nancy Salay, Jon Curtis, Kathy Panton |
| 1999 | ICASSP | Improving the suitability of imperfect transcriptions for information retrieval from spoken documents. | Matthew Siegler, Michael Witbrock |
| 1992 | ICASSP | Rapid connectionist speaker adaptation. | Michael Witbrock, Patrick Haffner |