Zhenting Qi
17 papers · 2022–2026 · 6 venues · across top CS/AI venues
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large language model
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table reasoning
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in-context learning
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adversarial robustness
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few-shot learning
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table question answering
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logical reasoning
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tabular data
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table-to-text generation
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instruction fine-tuning
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text classification
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Papers
Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models
ACL 2026
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
ICLR 2025
MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning
EMNLP 2025
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver
ICLR 2025
Quantifying Generalization Complexity for Large Language Models
ICLR 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
ICML 2025
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge
NeurIPS 2024
FOLIO: Natural Language Reasoning with First-Order Logic
EMNLP 2024
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
EMNLP 2024
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control
EACL 2023
OpenRT: An Open-source Framework for Reasoning Over Tabular Data
ACL 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching
EMNLP 2023
QTSumm: Query-Focused Summarization over Tabular Data
EMNLP 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations
ACL 2023
SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels
ACL 2023
Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness
EMNLP 2023
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples
EMNLP 2022