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Publication search results
found 61 matches
- 2025
- Dong Li, Jintao Tang, Pancheng Wang, Shasha Li, Ting Wang:
Maximizing discrimination masking for faithful question answering with machine reading. Inf. Process. Manag. 62(1): 103915 (2025) - 2024
- Zhichao Xu, Hansi Zeng, Juntao Tan, Zuohui Fu, Yongfeng Zhang, Qingyao Ai:
A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability. ACM Trans. Inf. Syst. 42(1): 29:1-29:29 (2024) - Neset Özkan Tan, Niket Tandon, David Wadden, Oyvind Tafjord, Mark Gahegan, Michael Witbrock:
Faithful Reasoning over Scientific Claims. AAAI Spring Symposia 2024: 263-272 - Junyi Wu, Bin Duan, Weitai Kang, Hao Tang, Yan Yan:
Token Transformation Matters: Towards Faithful Post-Hoc Explanation for Vision Transformer. CVPR 2024: 10926-10935 - Junyi Wu, Weitai Kang, Hao Tang, Yuan Hong, Yan Yan:
On the Faithfulness of Vision Transformer Explanations. CVPR 2024: 10936-10945 - Andrew Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang:
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models. ICLR 2024 - Jiatao Zhang, Lanling Tang, Yufan Song, Qiwei Meng, Haofu Qian, Jun Shao, Wei Song, Shiqiang Zhu, Jason Gu:
FLTRNN: Faithful Long-Horizon Task Planning for Robotics with Large Language Models. ICRA 2024: 6680-6686 - Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful and Salient Text from Multimodal Data. INLG 2024: 646-662 - Karen Sowon, Edith Luhanga, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye:
The Role of User-Agent Interactions on Mobile Money Practices in Kenya and Tanzania. SP 2024: 752-769 - Chirag Agarwal, Sree Harsha Tanneru, Himabindu Lakkaraju:
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models. CoRR abs/2402.04614 (2024) - Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Ruixiang Tang, Fan Yang, Mengnan Du, Xuanting Cai, Xia Hu:
Large Language Models As Faithful Explainers. CoRR abs/2402.04678 (2024) - Junyi Wu, Bin Duan, Weitai Kang, Hao Tang, Yan Yan:
Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer. CoRR abs/2403.14552 (2024) - Yekyung Kim, Yapei Chang, Marzena Karpinska, Aparna Garimella, Varun Manjunatha, Kyle Lo, Tanya Goyal, Mohit Iyyer:
FABLES: Evaluating faithfulness and content selection in book-length summarization. CoRR abs/2404.01261 (2024) - Junyi Wu, Weitai Kang, Hao Tang, Yuan Hong, Yan Yan:
On the Faithfulness of Vision Transformer Explanations. CoRR abs/2404.01415 (2024) - Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua:
Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. CoRR abs/2404.11129 (2024) - Evelyn Yee, Alice Li, Chenyu Tang, Yeon Ho Jung, Ramamohan Paturi, Leon Bergen:
Dissociation of Faithful and Unfaithful Reasoning in LLMs. CoRR abs/2405.15092 (2024) - Sree Harsha Tanneru, Dan Ley, Chirag Agarwal, Himabindu Lakkaraju:
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models. CoRR abs/2406.10625 (2024) - Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful and Salient Text from Multimodal Data. CoRR abs/2409.03961 (2024) - 2023
- Daniel Reich, Felix Putze, Tanja Schultz:
Measuring Faithful and Plausible Visual Grounding in VQA. EMNLP (Findings) 2023: 3129-3144 - Zeren Tan, Yang Tian:
Robust Explanation for Free or At the Cost of Faithfulness. ICML 2023: 33534-33562 - Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text. INLG 2023: 106-122 - Gideon Woo, Faith Tan, Herbert H. Tsang:
Enhancing Gesture Recognition for Musical Conducting: A Study on Diverse Data Classification and Stacked Neural Network Architectures. SSCI 2023: 677-682 - Daniel Reich, Felix Putze, Tanja Schultz:
Measuring Faithful and Plausible Visual Grounding in VQA. CoRR abs/2305.15015 (2023) - Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text. CoRR abs/2308.06488 (2023) - Ziyi Tang, Ruilin Wang, Weixing Chen, Keze Wang, Yang Liu, Tianshui Chen, Liang Lin:
Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs. CoRR abs/2308.11914 (2023) - Karen Sowon, Edith Luhanga, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye:
The Role of User-Agent Interactions on Mobile Money Practices in Kenya and Tanzania. CoRR abs/2309.00226 (2023) - Edith Luhanga, Karen Sowon, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye:
User Experiences with Third-Party SIM Cards and ID Registration in Kenya and Tanzania. CoRR abs/2311.00830 (2023) - 2022
- Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev:
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. NAACL-HLT 2022: 5657-5668 - Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding:
Faith: An Efficient Framework for Transformer Verification on GPUs. USENIX ATC 2022: 167-182 - Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding:
Faith: An Efficient Framework for Transformer Verification on GPUs. CoRR abs/2209.12708 (2022)
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