Kaixin Ma

Orcid: 0000-0001-7414-5673

According to our database1, Kaixin Ma authored at least 35 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.
CoRR, 2024

2023
Building Robust and Explainable AI with Commonsense Knowledge Graphs and Neural Models.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Dense X Retrieval: What Retrieval Granularity Should We Use?
CoRR, 2023

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.
CoRR, 2023

LASER: LLM Agent with State-Space Exploration for Web Navigation.
CoRR, 2023

Chain-of-Skills: A Configurable Model for Open-domain Question Answering.
CoRR, 2023

Generalizable Neuro-Symbolic Systems for Commonsense Question Answering.
Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

A Study of Situational Reasoning for Traffic Understanding.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Knowledge-enhanced Agents for Interactive Text Games.
Proceedings of the 12th Knowledge Capture Conference 2023, 2023

BRAINTEASER: Lateral Thinking Puzzles for Large Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Transferring Procedural Knowledge Across Commonsense Tasks.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Chain-of-Skills: A Configurable Model for Open-Domain Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations.
CoRR, 2022

An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs.
CoRR, 2022

Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Coalescing Global and Local Information for Procedural Text Understanding.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Open Domain Question Answering with A Unified Knowledge Interface.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Generalizable Neuro-Symbolic Systems for Commonsense Question Answering.
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Dimensions of commonsense knowledge.
Knowl. Based Syst., 2021

Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text.
CoRR, 2021

PTWA: Pre-Training with Word Attention for Chinese Named Entity Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Audio-Visual Event Recognition Through the Lens of Adversary.
Proceedings of the IEEE International Conference on Acoustics, 2021

Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Building Goal-oriented Document-grounded Dialogue Systems.
Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Neuro-Symbolic Architectures for Context Understanding.
Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Quantum witness of a damped and driven qubit by sequential intermediate measurements with uniform and nonuniform time intervals.
Quantum Inf. Process., 2020

Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection.
CoRR, 2020

Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering.
CoRR, 2020

Neuro-symbolic Architectures for Context Understanding.
CoRR, 2020

2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering.
CoRR, 2019

ElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults.
Proceedings of the International Conference on Multimodal Interaction, 2019

Bend but Don't Break? Multi-Challenge Stress Test for QA Models.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017
Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017


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