Yilun Zhao

Anchor: Branch-Point Data Generation for GUI Agents ACL 2026 A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 A Survey of Reasoning-Intensive Retrieval: Progress and Challenges ACL 2026 Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future ACL 2026 Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ACL 2026 MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding ACL 2026 MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application ACL 2026 Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026 Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing ACL 2026 Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems ACL 2026 SciMDR: Advancing Scientific Multimodal Document Reasoning ACL 2026 SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026 TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction ACL 2026 AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025 Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning NAACL 2025 Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure ACL 2025 Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ACL 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning ICLR 2025 Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective EMNLP 2025 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025 FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025 FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain EMNLP 2025 HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task ACL 2025 IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval NAACL 2025 Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge EMNLP 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 MMVU: Measuring Expert-Level Multi-Discipline Video Understanding CVPR 2025 Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving ACL 2025 ReIFE: Re-evaluating Instruction-Following Evaluation NAACL 2025 SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers EMNLP 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025 VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025 Z1: Efficient Test-time Scaling with Code EMNLP 2025 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024 FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024 FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 Investigating Data Contamination in Modern Benchmarks for Large Language Models NAACL 2024 M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024 OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024 On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering NAACL 2024 OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 Revisiting Automated Evaluation for Long-form Table Question Answering EMNLP 2024 Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024 TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NeurIPS 2024 Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation ACL 2024 Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies EMNLP 2023 Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios EMNLP 2023 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 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ACL 2023 RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023 Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP 2023 MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data ACL 2022 R2D2: Robust Data-to-Text with Replacement Detection EMNLP 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022