Tianxing He
Massachusetts Institute of Technology
H-index: 13
North America-United States
Top articles of Tianxing He
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics | Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023) | Lu Mi* Trung Le* Tianxing He Eli Shlizerman Uygar Sümbül | 2023/11/3 |
Can language models solve graph problems in natural language? | Advances in Neural Information Processing Systems | Heng Wang Shangbin Feng Tianxing He Zhaoxuan Tan Xiaochuang Han | 2024/2/13 |
Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically | arXiv preprint arXiv:2404.16367 | Kabir Ahuja Vidhisha Balachandran Madhur Panwar Tianxing He Noah A Smith | 2024/4/25 |
Systems and methods for natural language processing using joint energy-based models | 2014/1/2 | ||
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks | arXiv preprint arXiv:2402.11638 | Yichen Wang Shangbin Feng Abe Bohan Hou Xiao Pu Chao Shen | 2024/2/18 |
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text | arXiv e-prints | Abe Bohan Hou Jingyu Zhang Yichen Wang Daniel Khashabi Tianxing He | 2024/2 |
Semstamp: A semantic watermark with paraphrastic robustness for text generation | arXiv preprint arXiv:2310.03991 | Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang | 2023/10/6 |
Resolving knowledge conflicts in large language models | arXiv preprint arXiv:2310.00935 | Yike Wang Shangbin Feng Heng Wang Weijia Shi Vidhisha Balachandran | 2023/10/2 |
Knowledge crosswords: Geometric reasoning over structured knowledge with large language models | arXiv preprint arXiv:2310.01290 | Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran | 2023/10/2 |
KGQUIZ: Evaluating the Generalization of Encoded Knowledge in Large Language Models | arXiv preprint arXiv:2310.09725 | Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou | 2023/10/15 |
LatticeGen: A Cooperative Framework which Hides Generated Text in a Lattice for Privacy-Aware Generation on Cloud | arXiv preprint arXiv:2309.17157 | Mengke Zhang Tianxing He Tianle Wang Fatemehsadat Mireshghallah Binyi Chen | 2023/9/29 |
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models | Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He | 2023/10/13 | |
Cook: Empowering general-purpose language models with modular and collaborative knowledge | arXiv preprint arXiv:2305.09955 | Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He | 2023/5/17 |
On the zero-shot generalization of machine-generated text detectors | arXiv preprint arXiv:2310.05165 | Xiao Pu Jingyu Zhang Xiaochuang Han Yulia Tsvetkov Tianxing He | 2023/10/8 |
On the blind spots of model-based evaluation metrics for text generation | arXiv preprint arXiv:2212.10020 | Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho | 2022/12/20 |
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation | arXiv preprint arXiv:2210.07431 | Jingyu Zhang James Glass Tianxing He | 2022/10/14 |
Controlling the focus of pretrained language generation models | arXiv preprint arXiv:2203.01146 | Jiabao Ji Yoon Kim James Glass Tianxing He | 2022/3/2 |
Towards a Deeper Understanding of Neural Language Generation | Tianxing He | 2022 | |
An empirical study on few-shot knowledge probing for pretrained language models | arXiv preprint arXiv:2109.02772 | Tianxing He Kyunghyun Cho James Glass | 2021/9/6 |
Analyzing the forgetting problem in pretrain-finetuning of open-domain dialogue response models | Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing Liu | 2021/4 |
Co-Authors
