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Author

Tao Sheng

Observed name: Sheng, Tao
OpenAlex ID: A5134849571
Same Context, Different Agents: A Behavioral Study of Semantic Layers, Multi-Agent Orchestration and Memory Compaction in Data Agents
2026 · Sourati, Zhivar, Liu, Marianne Menglin, et al. · arXiv (Cornell University)
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VELD-QA: A Large-Scale Dataset for Visual Evidence Grounding and Question Answering in Long Documents
2026 · Sourati, Zhivar, Liu, Marianne Menglin, et al. · arXiv (Cornell University)
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From Portraits to Pathology: Probing Diagnostic Overreach in Vision-Language Models
2026 · Dua, Karan, Agarwal, Amit, et al. · arXiv (Cornell University)
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J-Miner: Recovering the Decision Logic of Fine-Tuned LLM Classifiers as Compact Rules
2026 · Gao, Yunfan, Huang, Xinyi, et al. · arXiv (Cornell University)
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SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing
2026 · Somayajula, Sai Ashish, Liu, Marianne Menglin, et al. · arXiv (Cornell University)
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LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding
2026 · Association for Computational Linguistics 2026, Bharadwaj, Sujeeth, et al. · Underline Science Inc.
PAR2-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
2026 · Association for Computational Linguistics 2026, Guo, Mengqing, et al. · Underline Science Inc.
Do Image-Text Metrics Respect Semantic Invariances?
2026 · Agarwal, Amit, Patel, Hitesh Laxmichand, et al. · arXiv (Cornell University)
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Au-M-ol: A Unified Model for Medical Audio and Language Understanding
2026 · Liu, Meizhu, Mitra, Nistha, et al. · arXiv (Cornell University)
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Robust Audio-Text Retrieval via Cross-Modal Attention and Hybrid Loss
2026 · Liu, Meizhu, Rowe, Matthew, et al. · arXiv (Cornell University)
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PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
2026 · Li, Xingyu, Wang, Rongguang, et al. · arXiv (Cornell University)
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LLM NL2SQL Robustness: Surface Noise vs. Linguistic Variation in Traditional and Agentic Settings
2026 · Tu, Lifu, Wang, Rongguang, et al. · arXiv (Cornell University)
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Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning
2026 · He, Jiashu, Liu, Meizhu, et al. · arXiv (Cornell University)
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No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR
2026 · Meizhu Liu, Tao Sheng · Conference of the European Chapter of the Association for Computational Linguistics
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Do Image–Text Metrics Respect Semantic Invariances?
2026 · Amit Agarwal, Hitesh Laxmichand Patel, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
PAR2-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
2026 · Xingyu Li, Rongguang Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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PLSQLBench: Benchmarking LLM Systems for Executable Procedural Database Programming
2026 · Marianne Menglin Liu, Leonid Boytsov, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 18
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