Kaixin Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 47

Top Topics

Question Answering

Convolutional Neural Networks

Commonsense Knowledge

Procedural Knowledge

Top Venues

Publications

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 (2024)
Yifan Jiang, Filip Ilievski, Kaixin Ma
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense. CoRR (2024)
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 (2024)
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 (2024)
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)
Yifan Jiang, Filip Ilievski, Kaixin Ma, Zhivar Sourati
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. EMNLP (2023)
Yifan Jiang, Filip Ilievski, Kaixin Ma
Transferring Procedural Knowledge across Commonsense Tasks. CoRR (2023)
Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee
Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. NeSy (2023)
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Aravinda Kollaa, Jonathan Francis, Alessandro Oltramari
A Study of Situational Reasoning for Traffic Understanding. KDD (2023)
Yifan Jiang, Filip Ilievski, Kaixin Ma, Zhivar Sourati
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. CoRR (2023)
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)
Prateek Chhikara, Jiarui Zhang, Filip Ilievski, Jonathan Francis, Kaixin Ma
Knowledge-enhanced Agents for Interactive Text Games. CoRR (2023)
Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu
LASER: LLM Agent with State-Space Exploration for Web Navigation. CoRR (2023)
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 (2023)
Prateek Chhikara, Jiarui Zhang, Filip Ilievski, Jonathan Francis, Kaixin Ma
Knowledge-enhanced Agents for Interactive Text Games. K-CAP (2023)
Yifan Jiang, Filip Ilievski, Kaixin Ma
Transferring Procedural Knowledge Across Commonsense Tasks. ECAI (2023)
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Aravinda Kollaa, Jonathan Francis, Alessandro Oltramari
A Study of Situational Reasoning for Traffic Understanding. CoRR (2023)
Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
Chain-of-Skills: A Configurable Model for Open-domain Question Answering. CoRR (2023)
Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. CoRR (2023)
Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari
Coalescing Global and Local Information for Procedural Text Understanding. COLING (2022)
Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge. EMNLP (Findings) (2022)
Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge. CoRR (2022)
Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
Open Domain Question Answering with A Unified Knowledge Interface. ACL (1) (2022)
Jiarui Zhang, Filip Ilievski, Aravinda Kollaa, Jonathan Francis, Kaixin Ma, Alessandro Oltramari
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations. CoRR (2022)
Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari
Coalescing Global and Local Information for Procedural Text Understanding. CoRR (2022)
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari
A Study of Zero-shot Adaptation with Commonsense Knowledge. AKBC (2022)
Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee
Generalizable Neuro-symbolic Systems for Commonsense Question Answering. CoRR (2022)
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs. CoRR (2022)
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro A. Szekely
Dimensions of Commonsense Knowledge. CoRR (2021)
Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models. CoRR (2021)
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 (2021)
Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
Audio-Visual Event Recognition Through the Lens of Adversary. ICASSP (2021)
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)
Kaixin Ma, Meiling Liu, Tiejun Zhao, Jiyun Zhou, Yang Yu
PTWA: Pre-Training with Word Attention for Chinese Named Entity Recognition. IJCNN (2021)
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)
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro A. Szekely
Dimensions of commonsense knowledge. Knowl. Based Syst. 229 (2021)
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)
Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari
Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering. CoRR (2020)
Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
Audio-Visual Event Recognition through the lens of Adversary. CoRR (2020)
Alessandro Oltramari, Jonathan Francis, Cory A. Henson, Kaixin Ma, Ruwan Wickramarachchi
Neuro-symbolic Architectures for Context Understanding. CoRR (2020)
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 (2020)
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) (2020)
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)
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)
Kaixin Ma, Jonathan Francis, Quanyang Lu, Eric Nyberg, Alessandro Oltramari
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering. CoRR (2019)
Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog. NAACL-HLT (2018)
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)