Mohammad Kachuee

53 papers C 1Journal 32Unranked 18
YearRankTypeTitle / Venue / Authors
2026 — conf
Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?
EACL (Volume 1: Long Papers)
Kai Sun, Yin Huang, Srishti Mehra, Mohammad Kachuee, Xilun Chen, Renjie Tao, Zhaojiang Lin, Andrea Jessee, Nirav Shah, Alex Betty, Yue Liu, Anuj Kumar, Wen-tau Yih, Xin Luna Dong
2025 J jnl
ConfQA: Answer Only If You Are Confident.
CoRR
Yin Huang, Yifan Ethan Xu, Kai Sun, Vera Yan, Alicia Sun, Haidar Khan, Jimmy Nguyen, Mohammad Kachuee, Zhaojiang Lin, Yue Liu, Aaron Colak, Anuj Kumar, Wen-tau Yih, Xin Luna Dong
2025 — conf
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation.
COLING (Industry)
Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar, Puyang Xu, Xiaohu Liu
2025 J jnl
Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?
CoRR
Kai Sun, Yin Huang, Srishti Mehra, Mohammad Kachuee, Xilun Chen, Renjie Tao, Zhaojiang Lin, Andrea Jessee, Nirav Shah, Alex Betty, Yue Liu, Anuj Kumar, Wen-tau Yih, Xin Luna Dong
2025 — conf
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning.
EMNLP (Industry Track)
Mohammad Kachuee, Teja Gollapudi, Minseok Kim, Yin Huang, Kai Sun, Xiao Yang, Jiaqi Wang, Nirav Shah, Yue Liu, Aaron Colak, Anuj Kumar, Wen-tau Yih, Xin Luna Dong
2025 J jnl
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning.
CoRR
Mohammad Kachuee, Teja Gollapudi, Minseok Kim, Yin Huang, Kai Sun, Xiao Yang, Jiaqi Wang, Nirav Shah, Yue Liu, Aaron Colak, Anuj Kumar, Wen-tau Yih, Xin Luna Dong
2025 — ed.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 3: Industry Track, Albuquerque, New Mexico, USA, April 30, 2025
NAACL (Industry Track)
Weizhu Chen, Yi Yang, Mohammad Kachuee, Xue-Yong Fu
2025 J jnl
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning.
CoRR
Zhepei Wei, Xiao Yang, Kai Sun, Jiaqi Wang, Rulin Shao, Sean Chen, Mohammad Kachuee, Teja Gollapudi, Tony Liao, Nicolas Scheffer, Rakesh Wanga, Anuj Kumar, Yu Meng, Wen-tau Yih, Xin Luna Dong
2024 — conf
GrounDial: Human-norm Grounded Safe Dialog Response Generation.
EACL (Findings)
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
2024 J jnl
GrounDial: Human-norm Grounded Safe Dialog Response Generation.
CoRR
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
2024 J jnl
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation.
CoRR
Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar, Puyang Xu, Xiaohu Liu
2024 — conf
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems.
NAACL (Industry Track)
Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon
2024 J jnl
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems.
CoRR
Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon
2024 — conf
Planning and Editing What You Retrieve for Enhanced Tool Learning.
NAACL-HLT (Findings)
Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen
2024 — conf
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.
ACL (1)
Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin
2024 J jnl
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.
CoRR
Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin
2023 — conf
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems.
ACL (industry)
Mohammad Kachuee, Sungjin Lee
2023 J jnl
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems.
CoRR
Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee
2023 — conf
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems.
ACL (industry)
Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do
2023 J jnl
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems.
CoRR
Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do
2022 — conf
Constrained Policy Optimization for Controlled Contextual Bandit Exploration.
AISafety@IJCAI
Mohammad Kachuee, Sungjin Lee
2022 J jnl
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems.
CoRR
Mohammad Kachuee, Sungjin Lee
2022 — conf
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data.
WASSA@ACL
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
2022 J jnl
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data.
CoRR
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
2022 J jnl
Generative Imputation and Stochastic Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh
2022 — conf
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems.
NAACL-HLT (Industry Papers)
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
2022 J jnl
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems.
CoRR
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
2021 — conf
Decentralized Knowledge Transfer on Edge Networks for Detecting Cancer in Images.
BHI
Orpaz Goldstein, Mohammad Kachuee, Majid Sarrafzadeh
2021 — conf
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents.
NAACL-HLT
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
2020 — —
Opportunistic Learning: Algorithms and Methods for Cost-Sensitive and Context-Aware Learning.
Mohammad Kachuee
2020 J jnl
Real-Time Decentralized knowledge Transfer at the Edge.
CoRR
Orpaz Goldstein, Mohammad Kachuee, Dereck J. Shiell, Majid Sarrafzadeh
2020 J jnl
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents.
CoRR
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
2020 J jnl
TAPER: Time-Aware Patient EHR Representation.
IEEE J. Biomed. Health Informatics
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
2020 J jnl
Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data.
ACM Trans. Comput. Heal.
Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh
2019 J jnl
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance.
CoRR
Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh
2019 J jnl
Dynamic Feature Acquisition Using Denoising Autoencoders.
IEEE Trans. Neural Networks Learn. Syst.
Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh
2019 J jnl
Generative Imputation and Stochastic Prediction.
CoRR
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh
2019 J jnl
Group-Connected Multilayer Perceptron Networks.
CoRR
Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh
2019 J jnl
Nutrition and Health Data for Cost-Sensitive Learning.
CoRR
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Davina Zamanzadeh, Majid Sarrafzadeh
2019 — conf
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams.
ICLR (Poster)
Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh
2019 J jnl
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams.
CoRR
Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh
2019 J jnl
TAPER: Time-Aware Patient EHR Representation.
CoRR
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
2019 J jnl
Target-Focused Feature Selection Using a Bayesian Approach.
CoRR
Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh
2019 J jnl
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector.
CoRR
Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh
2018 J jnl
Dynamic Feature Acquisition Using Denoising Autoencoders.
CoRR
Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh
2018 — conf
ECG Heartbeat Classification: A Deep Transferable Representation.
ICHI
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
2018 J jnl
ECG Heartbeat Classification: A Deep Transferable Representation.
CoRR
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
2017 — conf
An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting.
ICHI
Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh
2017 J jnl
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress.
CoRR
Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi
2017 — conf
Context-aware feature query to improve the prediction performance.
GlobalSIP
Mohammad Kachuee, Anahita Hosseini, Babak Moatamed, Sajad Darabi, Majid Sarrafzadeh
2017 J jnl
Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring.
IEEE Trans. Biomed. Eng.
Mohammad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany
2017 C conf
Non-invasive blood pressure estimation using phonocardiogram.
ISCAS
Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany
2017 J jnl
Nonlinear Cuffless Blood Pressure Estimation of Healthy Subjects Using Pulse Transit Time and Arrival Time.
IEEE Trans. Instrum. Meas.
Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany