Selected Publications
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
arxiv preprint [pdf]Dense X Retrieval: What Retrieval Granularity Should We Use?
Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, Xinran Zhao, Hongming Zhang, Dong Yu
arxiv preprint [pdf]Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu
arxiv preprint [pdf]LASER: LLM Agent with State-Space Exploration for Web Navigation
Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu
arxiv preprint [pdf]BRAINTEASER: Lateral Thinking Puzzles for Large Language Models
Yifan Jiang, Filip Ilievski, Kaixin Ma, Zhivar Sourati
EMNLP 2023 [pdf]Chain-of-Skills: A Configurable Model for Open-domain Question Answering
Kaixin Ma*, Hao Cheng*, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
ACL 2023 [pdf] [code]A Study of Situational Reasoning for Traffic Understanding
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Aravinda Kollaa, Jonathan Francis, Alessandro Oltramari
KDD 2023 [pdf]Transferring Procedural Knowledge across Commonsense Tasks
Yifan Jiang, Filip Ilievski, Kaixin Ma
ECAI 2023 [pdf]Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
Kaixin Ma*, Hao Cheng*, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
Findings of EMNLP 2022 [pdf] [code]Coalescing Global and Local Information for Procedural Text Understanding
Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari
COLING 2022 [pdf] [code]A Study of Zero-shot Adaptation with Commonsense Knowledge
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari
AKBC 2022 [pdf]Open-domain Question Answering with a Unified Knowledge Interface
Kaixin Ma*, Hao Cheng*, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
ACL 2022 [pdf] [code]Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models
Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari
EMNLP 2021 [pdf] [code]Dimensions of Commonsense Knowledge
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L McGuinness, Pedro Szekely
Knowledge-Based Systems [pdf]Audio-Visual Event Recognition through the lens of Adversary
Juncheng B Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
ICASSP 2021 [pdf]Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering
Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari
AAAI 2021 [pdf] [code]Towards Generalizable Neuro-symbolic Systems for Commonsense Question Answering
Kaixin Ma, Jonathan Francis, Quanyang Lu, Eric Nyberg, Alessandro Oltramari
COIN@EMNLP 2019 [pdf] [code]Bend but Don’t Break? Multi-Challenge Stress Test for QA Models
Hemant Pugaliya*, James Route*, Kaixin Ma*, Yixuan Geng, Eric Nyberg
MRQA@EMNLP 2019 [pdf]ElderReact: A Multimodal Dataset For Recognizing Emotional Response in Aging Adults
Kaixin Ma*, Xinyu Wang*, Xinru Yang, Mingtong Zhang, Jeffrey M Girard, Louis-Philippe Morency
ICMI 2019 [pdf] [data]Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog
Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi
NAACL 2018 [pdf] [code]
Patents
Knowledge-Driven and Self-Supervised System for Question-Answering
Alessandro Oltramari, Jonathan Francis, Kaixin Ma, Filip Ilievski
(Filed US Patent App. 17/091,499)Computerized Question Answering Based on Evidence Chains
Hao Cheng, Xiaodong Liu, Jianfeng Gao, Kaixin Ma
(Filed US Patent App. 17/938,204)