Zhijiang Guo

42 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (71) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🏃 Academic Marathon (7) 🗃️ Keyword Collector (169) ⚡ Prolific Year (13) 💎 Century Club (41) 🔥 Unstoppable (8) 📈 Trend Setter ❓ The Questioner (4)

Conferences

EMNLP (16) ACL (6) NIPS (6) ICLR (5) COLING (2) ICML (2) AACL (1) EACL (1) IJCAI (1) IJCNLP (1) NAACL (1)

Top co-authors

Wei Lu (6) Jianqiao Lu (5) Jing Xiong (5) Xuming Hu (5) Andreas Vlachos (5) Hao Zhang (4) Lijie Wen (4) Rongwu Xu (4) Jianbo Dai (4) Xiongwei Han (4)

Research topics

Keywords

large language model (10) evidence retrieval (6) claim verification (5) language model (5) fact verification (4) retrieval-augmented generation (4) natural language inference (3) question answering (3) benchmark evaluation (3) proof generation (2) contrastive learning (2) veracity prediction (2) stepwise decoding (2) logical reasoning (2) graph convolutional network (2) named entity recognition (2) misinformation detection (2) information extraction (2) mathematical reasoning (2) automated verification (2)

Papers

DebateQA: Evaluating Question Answering on Debatable Knowledge EACL 2026

FormalAlign: Automated Alignment Evaluation for Autoformalization ICLR 2025

OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling ICLR 2025

FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs EMNLP 2025

When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning EMNLP 2025

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025

UNComp: Can Matrix Entropy Uncover Sparsity? — A Compressor Design from an Uncertainty-Aware Perspective EMNLP 2025

Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models ICML 2025

EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning ICML 2025

Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning AACL 2025

CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control ACL 2025

Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025

Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling ICLR 2025

Do We Need Language-Specific Fact-Checking Models? The Case of Chinese EMNLP 2024

HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning NIPS 2024

AutoPSV: Automated Process-Supervised Verifier NIPS 2024

EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NIPS 2024

MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs NIPS 2024

ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024

Towards Human-aligned Evaluation for Linear Programming Word Problems COLING 2024

DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024

Knowledge Conflicts for LLMs: A Survey EMNLP 2024

LONG2RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall EMNLP 2024

The Automated Verification of Textual Claims (AVeriTeC) Shared Task EMNLP 2024

Towards Understanding Factual Knowledge of Large Language Models ICLR 2024

DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning ICLR 2024

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models EMNLP 2023

AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web NIPS 2023

Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis ACL 2023

Multimodal Automated Fact-Checking: A Survey EMNLP 2023

CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking NAACL 2022

Scene Graph Modification as Incremental Structure Expanding COLING 2022

METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets NIPS 2022

Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021

The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task EMNLP 2021

Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020

Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020

Learning Latent Forests for Medical Relation Extraction IJCAI 2020

Attention Guided Graph Convolutional Networks for Relation Extraction ACL 2019

Better Transition-Based AMR Parsing with a Refined Search Space EMNLP 2018