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Journal Articles
- 2021
[j2]Filip Ilievski
, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro A. Szekely:
Dimensions of commonsense knowledge. Knowl. Based Syst. 229: 107347 (2021)- 2020
- [j1]Longyan Gong, Kaixin Ma, Xiaoxin Zhao, Wei-Wen Cheng, Shengmei Zhao:
Quantum witness of a damped and driven qubit by sequential intermediate measurements with uniform and nonuniform time intervals. Quantum Inf. Process. 19(8): 260 (2020)
Conference and Workshop Papers
- 2024
- [c21]Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu:
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. ACL (1) 2024: 6864-6890 - [c20]Yifan Jiang, Filip Ilievski, Kaixin Ma:
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense. SemEval@NAACL 2024: 1994-2008 - 2023
- [c19]Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering. ACL (1) 2023: 1599-1618 - [c18]Yifan Jiang, Filip Ilievski, Kaixin Ma:
Transferring Procedural Knowledge Across Commonsense Tasks. ECAI 2023: 1156-1163 - [c17]Yifan Jiang, Filip Ilievski, Kaixin Ma, Zhivar Sourati:
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. EMNLP 2023: 14317-14332 - [c16]Prateek Chhikara, Jiarui Zhang, Filip Ilievski, Jonathan Francis, Kaixin Ma:
Knowledge-enhanced Agents for Interactive Text Games. K-CAP 2023: 157-165 - [c15]Jiarui Zhang, Filip Ilievski, Kaixin Ma, Aravinda Kollaa, Jonathan Francis, Alessandro Oltramari:
A Study of Situational Reasoning for Traffic Understanding. KDD 2023: 3262-3272 - [c14]Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee:
Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. NeSy 2023: 416-417 - 2022
- [c13]Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open Domain Question Answering with A Unified Knowledge Interface. ACL (1) 2022: 1605-1620 - [c12]Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari:
A Study of Zero-shot Adaptation with Commonsense Knowledge. AKBC 2022 - [c11]Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari:
Coalescing Global and Local Information for Procedural Text Understanding. COLING 2022: 1534-1545 - [c10]Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge. EMNLP (Findings) 2022: 5360-5374 - 2021
- [c9]Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari:
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering. AAAI 2021: 13507-13515 - [c8]Xi Chen, Faner Lin, Yeju Zhou, Kaixin Ma, Jonathan Francis, Eric Nyberg, Alessandro Oltramari:
Building Goal-oriented Document-grounded Dialogue Systems. DialDoc@ACL-IJCNLP 2021: 109-112 - [c7]Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari:
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models. EMNLP (1) 2021: 5474-5483 - [c6]Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze:
Audio-Visual Event Recognition Through the Lens of Adversary. ICASSP 2021: 616-620 - [c5]Kaixin Ma, Meiling Liu, Tiejun Zhao, Jiyun Zhou, Yang Yu:
PTWA: Pre-Training with Word Attention for Chinese Named Entity Recognition. IJCNN 2021: 1-8 - 2019
- [c4]Hemant Pugaliya, James Route, Kaixin Ma, Yixuan Geng, Eric Nyberg:
Bend but Don't Break? Multi-Challenge Stress Test for QA Models. MRQA@EMNLP 2019: 125-136 - [c3]Kaixin Ma, Xinyu Wang, Xinru Yang, Mingtong Zhang, Jeffrey M. Girard, Louis-Philippe Morency:
ElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults. ICMI 2019: 349-357 - 2018
- [c2]Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi:
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog. NAACL-HLT 2018: 2039-2048 - 2017
- [c1]Kaixin Ma, Catherine Xiao, Jinho D. Choi:
Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks. ACL (Student Research Workshop) 2017: 49-55
Parts in Books or Collections
- 2023
- [p3]Filip Ilievski, Kaixin Ma, Alessandro Oltramari, Peifeng Wang, Jay Pujara:
Building Robust and Explainable AI with Commonsense Knowledge Graphs and Neural Models. Compendium of Neurosymbolic Artificial Intelligence 2023: 178-209 - 2021
- [p2]Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee:
Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. Neuro-Symbolic Artificial Intelligence 2021: 294-310 - 2020
- [p1]Alessandro Oltramari, Jonathan Francis, Cory A. Henson, Kaixin Ma, Ruwan Wickramarachchi:
Neuro-Symbolic Architectures for Context Understanding. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 143-160
Informal and Other Publications
- 2024
- [i28]Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu:
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. CoRR abs/2401.13919 (2024) - [i27]Yifan Jiang, Jiarui Zhang, Kexuan Sun, Zhivar Sourati, Kian Ahrabian, Kaixin Ma, Filip Ilievski, Jay Pujara:
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning. CoRR abs/2404.13591 (2024) - [i26]Yifan Jiang, Filip Ilievski, Kaixin Ma:
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense. CoRR abs/2404.16068 (2024) - [i25]Anni Zou, Wenhao Yu, Hongming Zhang, Kaixin Ma, Deng Cai, Zhuosheng Zhang, Hai Zhao, Dong Yu:
DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. CoRR abs/2407.10701 (2024) - [i24]Koen Kraaijveld, Yifan Jiang, Kaixin Ma, Filip Ilievski:
COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes. CoRR abs/2409.04053 (2024) - [i23]Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu:
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts? CoRR abs/2409.07703 (2024) - [i22]Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu:
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots. CoRR abs/2409.10277 (2024) - 2023
- [i21]Yifan Jiang, Filip Ilievski, Kaixin Ma:
Transferring Procedural Knowledge across Commonsense Tasks. CoRR abs/2304.13867 (2023) - [i20]Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Chain-of-Skills: A Configurable Model for Open-domain Question Answering. CoRR abs/2305.03130 (2023) - [i19]Prateek Chhikara, Jiarui Zhang, Filip Ilievski, Jonathan Francis, Kaixin Ma:
Knowledge-enhanced Agents for Interactive Text Games. CoRR abs/2305.05091 (2023) - [i18]Jiarui Zhang, Filip Ilievski, Kaixin Ma, Aravinda Kollaa, Jonathan Francis, Alessandro Oltramari:
A Study of Situational Reasoning for Traffic Understanding. CoRR abs/2306.02520 (2023) - [i17]Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu:
LASER: LLM Agent with State-Space Exploration for Web Navigation. CoRR abs/2309.08172 (2023) - [i16]Yifan Jiang, Filip Ilievski, Kaixin Ma, Zhivar Sourati:
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. CoRR abs/2310.05057 (2023) - [i15]Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu:
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. CoRR abs/2311.09210 (2023) - [i14]Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, Xinran Zhao, Hongming Zhang, Dong Yu:
Dense X Retrieval: What Retrieval Granularity Should We Use? CoRR abs/2312.06648 (2023) - 2022
- [i13]Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee:
Generalizable Neuro-symbolic Systems for Commonsense Question Answering. CoRR abs/2201.06230 (2022) - [i12]Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari:
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs. CoRR abs/2205.10661 (2022) - [i11]Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari:
Coalescing Global and Local Information for Procedural Text Understanding. CoRR abs/2208.12848 (2022) - [i10]Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge. CoRR abs/2210.12338 (2022) - [i9]Jiarui Zhang, Filip Ilievski, Aravinda Kollaa, Jonathan Francis, Kaixin Ma, Alessandro Oltramari:
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations. CoRR abs/2212.07798 (2022) - 2021
- [i8]Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro A. Szekely:
Dimensions of Commonsense Knowledge. CoRR abs/2101.04640 (2021) - [i7]Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari:
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models. CoRR abs/2109.02837 (2021) - [i6]Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text. CoRR abs/2110.08417 (2021) - 2020
- [i5]Alessandro Oltramari, Jonathan Francis, Cory A. Henson, Kaixin Ma, Ruwan Wickramarachchi:
Neuro-symbolic Architectures for Context Understanding. CoRR abs/2003.04707 (2020) - [i4]Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari:
Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering. CoRR abs/2011.03863 (2020) - [i3]Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze:
Audio-Visual Event Recognition through the lens of Adversary. CoRR abs/2011.07430 (2020) - [i2]Yikang Li, Pulkit Goel, Varsha Kuppur Rajendra, Har Simrat Singh, Jonathan Francis, Kaixin Ma, Eric Nyberg, Alessandro Oltramari:
Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection. CoRR abs/2012.10813 (2020) - 2019
- [i1]Kaixin Ma, Jonathan Francis, Quanyang Lu, Eric Nyberg, Alessandro Oltramari:
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. CoRR abs/1910.14087 (2019)
Coauthor Index
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