Ruochen Xu

The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025 Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025 ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025 Dynamic Evaluation of Large Language Models by Meta Probing Agents ICML 2024 ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models NeurIPS 2024 Language Models can be Deductive Solvers NAACL 2024 Not All Tokens Are What You Need for Pretraining NeurIPS 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024 Supervised Knowledge Makes Large Language Models Better In-context Learners ICLR 2024 G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment EMNLP 2023 In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023 InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023 LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023 UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NeurIPS 2022 Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training ECCV 2022 Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022 Narrate Dialogues for Better Summarization EMNLP 2022 ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022 Enhancing Factual Consistency of Abstractive Summarization NAACL 2021 Fusing Context Into Knowledge Graph for Commonsense Question Answering ACL 2021 A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining EMNLP 2020 Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ICLR 2020 Mixed-Lingual Pre-training for Cross-lingual Summarization AACL 2020 Predicting Performance for Natural Language Processing Tasks ACL 2020 Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort COLING 2018 Unsupervised Cross-lingual Transfer of Word Embedding Spaces EMNLP 2018 Cross-lingual Distillation for Text Classification ACL 2017 Leveraging Multilingual Training for Limited Resource Event Extraction COLING 2016