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Jeff Z. Pan

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29

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29papers

Authored papers

29

SkillNet: Create, Evaluate, and Connect AI Skills

arXiv 2026

2026

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

arXiv 2026

2026

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

arXiv 2026

2026

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

arXiv 2025

2025

Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions

arXiv 2025

2025

Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation

arXiv 2025

2025

CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning

arXiv 2025

2025

Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents

arXiv 2025

2025

A Controllable Examination for Long-Context Language Models

arXiv 2025

2025

OpenSIR: Open-Ended Self-Improving Reasoner

arXiv 2025

2025

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction

arXiv 2024

2024

CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering

arXiv 2024

2024

UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing

arXiv 2024

2024

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

arXiv 2024

2024

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs

arXiv 2024

2024

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge

arXiv 2024

2024

Multi-level Matching Network for Multimodal Entity Linking

arXiv 2024

2024

BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering

arXiv 2023

2023

InstructIE: A Bilingual Instruction-based Information Extraction Dataset

arXiv 2023

2023

HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion

arXiv 2023

2023

Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model

arXiv 2023

2023

Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs

arXiv 2023

2023

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid

arXiv 2022

2022

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

arXiv 2022

2022

Disentangled Ontology Embedding for Zero-shot Learning

arXiv 2022

2022

Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph

arXiv 2022

2022

Zero-shot Visual Question Answering using Knowledge Graph

arXiv 2021

2021

Benchmarking Knowledge-driven Zero-shot Learning

arXiv 2021

2021

OntoZSL: Ontology-enhanced Zero-shot Learning

arXiv 2021

2021

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10

from 29 papers