Zeming Chen
13 papers · 2021–2026 · 8 venues · across top CS/AI venues
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knowledge editing
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natural language inference
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benchmark evaluation
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language model
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multi-hop reasoning
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pre-trained language model
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cognitive modeling
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domain adaptation
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reinforcement learning
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logical reasoning
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knowledge distillation
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model distillation
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language model evaluation
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symbolic reasoning
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question answering
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knowledge extraction
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Papers
Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge
EACL 2026
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration
ICCV 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
ICLR 2025
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
ACL 2024
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models
EMNLP 2024
EPFL-MAKE at βDischarge Me!β: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record
ACL 2024
DISCO: Distilling Counterfactuals with Large Language Models
ACL 2023
Mitigating Label Biases for In-context Learning
ACL 2023
RECKONING: Reasoning through Dynamic Knowledge Encoding
NeurIPS 2023
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding
NAACL 2022
Probing Linguistic Information for Logical Inference in Pre-trained Language Models
AAAI 2022
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning
ACL 2021