Yulia Tsvetkov
Carnegie Mellon University
H-index: 40
North America-United States
Top articles of Yulia Tsvetkov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
Do Membership Inference Attacks Work on Large Language Models? | arXiv preprint arXiv:2402.07841 | Michael Duan Anshuman Suri Niloofar Mireshghallah Sewon Min Weijia Shi | 2024/2/12 |
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration | arXiv preprint arXiv:2402.00367 | Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Vidhisha Balachandran | 2024/2/1 |
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection | arXiv preprint arXiv:2402.00371 | Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo | 2024/2/1 |
Tuning language models by proxy | arXiv preprint arXiv:2401.08565 | Alisa Liu Xiaochuang Han Yizhong Wang Yulia Tsvetkov Yejin Choi | 2024/1/16 |
Fine-grained hallucination detection and editing for language models | arXiv preprint arXiv:2401.06855 | Abhika Mishra Akari Asai Vidhisha Balachandran Yizhong Wang Graham Neubig | 2024/1/12 |
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 |
CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs'(Lack of) Multicultural Knowledge | arXiv preprint arXiv:2404.06664 | Yu Ying Chiu Liwei Jiang Maria Antoniak Chan Young Park Shuyue Stella Li | 2024/4/10 |
DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages | arXiv preprint arXiv:2403.11009 | Fahim Faisal Orevaoghene Ahia Aarohi Srivastava Kabir Ahuja David Chiang | 2024/3/16 |
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs | arXiv preprint arXiv:2403.04801 | Aly M Kassem Omar Mahmoud Niloofar Mireshghallah Hyunwoo Kim Yulia Tsvetkov | 2024/3/5 |
Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers | arXiv preprint arXiv:2402.17914 | Roy Xie Orevaoghene Ahia Yulia Tsvetkov Antonios Anastasopoulos | 2024/2/27 |
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 |
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection | arXiv preprint arXiv:2402.10426 | Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov | 2024/2/16 |
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 | |
GlobalBench: A benchmark for global progress in natural language processing | EMNLP 2023 | Yueqi Song Catherine Cui Simran Khanuja Pengfei Liu Fahim Faisal | 2023/5/24 |
MatFormer: Nested Transformer for Elastic Inference | arXiv preprint arXiv:2310.07707 | Devvrit* Sneha Kudugunta* Aditya Kusupati* Tim Dettmers Kaifeng Chen | 2023/10/11 |
Buffet: Benchmarking large language models for few-shot cross-lingual transfer | Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen | 2024 |
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 |
Trusting your evidence: Hallucinate less with context-aware decoding | arXiv preprint arXiv:2305.14739 | Weijia Shi Xiaochuang Han Mike Lewis Yulia Tsvetkov Luke Zettlemoyer | 2023/5/24 |
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 |
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