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Freda Shi

馃Siren鈥檚 Song in the AI Ocean: A Survey on Hallucination in Large Language Models
2025 路 Yue Zhang, Yafu Li, et al. 路 Computational Linguistics 路 520
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InCoder: A Generative Model for Code Infilling and Synthesis
2022 路 Fried, Daniel, Aghajanyan, Armen, et al. 路 arXiv (Cornell University) 路 187
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Large Language Models Can Be Easily Distracted by Irrelevant Context
2023 路 Shi, Freda, Chen, Xinyun, et al. 路 arXiv (Cornell University) 路 130
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Language Models are Multilingual Chain-of-Thought Reasoners
2022 路 Shi, Freda, Suzgun, Mirac, et al. 路 arXiv (Cornell University) 路 60
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Natural Language to Code Translation with Execution
2022 路 Freda Shi, Daniel Fried, et al. 路 Conference on Empirical Methods in Natural Language Processing (EMNLP) 路 48
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Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing
2022 路 Freda Shi, Kevin Gimpel, et al. 路 Annual Meeting of the Association for Computational Linguistics (ACL) 路 7
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DriveLegal: Toward legally compliant driving via trustworthy hybrid retrieval-augmented LLMs
2026 路 Shucheng Huang, Chen Sun, et al. 路 Expert Systems with Applications 路 6
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
2024 路 Yu Zhang, Songlin Yang, et al. 路 neural information processing systems 路 5
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SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data
2025 路 Michael Ogezi, Freda Shi 路 Annual Meeting of the Association for Computational Linguistics (ACL) 路 3
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Audio-Visual Neural Syntax Acquisition
2023 路 Cheng-I Jeff Lai, Freda Shi, et al. 路 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) 路 3
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Knowledge Distillation for Language Models
2025 路 Yuqiao Wen, Freda Shi, et al. 路 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) 路 2
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DriveSOTIF: Advancing SOTIF Through Multimodal Large Language Models
2025 路 Shucheng Huang, Freda Shi, et al. 路 IEEE Transactions on Vehicular Technology 路 1
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Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
2025 路 Yilei Tu, Andrew Xue, et al. 路 1
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Logical forms complement probability in understanding language model (and human) performance
2025 路 Yixuan Wang, Freda Shi 路 Annual Meeting of the Association for Computational Linguistics (ACL) 路 1
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From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
2025 路 Hala Sheta, Eric Haoran Huang, et al. 路 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP) 路 1
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Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities
2024 路 Zhang, Zheyuan, Hu, Fengyuan, et al. 路 arXiv (Cornell University) 路 1
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LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP
2024 路 Danlu Chen, Freda Shi, et al. 路 Annual Meeting of the Association for Computational Linguistics (ACL) 路 1
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Metonymic Circuits for Abstract Concept Grounding in Vision Transformers
2026 路 Ding, Jing, Ma, Ziqiao, et al. 路 arXiv (Cornell University)
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LLM Agents as Computational Typologists
2026 路 Yang, Changbing, Hammerly, Christopher, et al. 路 arXiv (Cornell University)
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Disentangling Statistical Preemption from Entrenchment in Language Models' Avoidance of Overgeneralization
2026 路 Wang, Yixuan, Shi, Freda, et al. 路 arXiv (Cornell University)
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Cross-Session Decomposition Attacks: Scaling Risk and Intent-Aligned Retrieval Defense
2026 路 Liao, Disen, Wang, Yihan, et al. 路 arXiv (Cornell University)
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LitTraceQA: A Benchmark for Multi-Stage Grounding and Verification in Scientific Question Answering
2026 路 Liu, Xuye, Wang, Yimu, et al. 路 arXiv (Cornell University)
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How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them
2026 路 Association for Computational Linguistics 2026, Liao, Disen, et al. 路 Underline Science Inc.
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
2026 路 Association for Computational Linguistics 2026, Berg-Kirkpatrick, Taylor, et al. 路 Underline Science Inc.
On the Effect of Hyperparameters in Language Modeling for Computational Linguistics
2026 路 Association for Computational Linguistics 2026, Kuribayashi, Tatsuki, et al. 路 Underline Science Inc.
Works count: 40
Citation count: 977
H-index: 6
I10-index: 5
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