← Authors

Yixin Cao

79 papers · 2015–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (19) 🏠 Conference Loyalist (33) 🀝 Dynamic Duo (21) πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ‘₯ Mega-Team (40) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (347) ⚑ Prolific Year (15) πŸ’Ž Century Club (79) ❓ The Questioner (11) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (9)

Conferences

ACL (33) EMNLP (20) IJCNLP (7) AAAI (6) NIPS (5) COLING (2) ICLR (2) NAACL (2) AACL (1) ICML (1)

Top co-authors

Juanzi Li (21) Tat-Seng Chua (16) Lei Hou (13) Zhiyuan Liu (11) Yubo Ma (10) Jiahao Ying (8) Aixin Sun (8) Meiqi Chen (8) Liangming Pan (7) Wei Tang (6)

Research topics

Linguistics (1) Education (1)

Keywords

large language model (24) knowledge graph (7) few-shot learning (6) retrieval-augmented generation (6) knowledge graph completion (5) causal inference (5) attention mechanism (5) link prediction (4) relation extraction (4) knowledge graph embedding (4) graph neural network (4) multimodal learning (4) event extraction (4) named entity recognition (4) entity linking (3) information extraction (3) natural language inference (3) knowledge editing (3) event detection (3) mathematical reasoning (3)

Papers

Multi-Programming Language Sandbox for LLMs ACL 2025
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025
Disentangling Language and Culture for Evaluating Multilingual Large Language Models ACL 2025
Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs ICLR 2025
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style ICLR 2025
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models EMNLP 2025
Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025
S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025
XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning ACL 2025
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models NIPS 2024
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NIPS 2024
Knowledge Graph Completion by Intermediate Variables Regularization NIPS 2024
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance NIPS 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024
Intuitive or Dependent? Investigating LLMs’ Behavior Style to Conflicting Prompts ACL 2024
Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024
Improving Large Language Models in Event Relation Logical Prediction ACL 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024
Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ACL 2024
A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024
Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models ACL 2024
Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024
Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation EMNLP 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better ICML 2024
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction EMNLP 2023
Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ACL 2023
Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023
CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner NIPS 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter EMNLP 2023
CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023
FollowupQG: Towards information-seeking follow-up question generation IJCNLP 2023
FollowupQG: Towards information-seeking follow-up question generation AACL 2023
Knowledge Graph Embedding by Normalizing Flows AAAI 2023
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation ACL 2023
Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023
MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022
R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition IJCNLP 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ACL 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction IJCNLP 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion IJCNLP 2021
Improving Event Detection via Open-domain Trigger Knowledge ACL 2020
Image Enhanced Event Detection in News Articles AAAI 2020
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ACL 2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model IJCNLP 2019
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data EMNLP 2019
Multi-Channel Graph Neural Network for Entity Alignment ACL 2019
Explainable Reasoning over Knowledge Graphs for Recommendation AAAI 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data IJCNLP 2019
Neural Collective Entity Linking COLING 2018
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision EMNLP 2018
On Modeling Sense Relatedness in Multi-prototype Word Embedding IJCNLP 2017
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ACL 2017
Name List Only? Target Entity Disambiguation in Short Texts EMNLP 2015