← Authors

Ruochen Xu

33 papers · 2016–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (68) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (17) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution ⚑ Prolific Year (7) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (152) πŸ’Ž Century Club (33) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer

Conferences

EMNLP (10) ACL (9) NIPS (3) COLING (2) ICLR (2) NAACL (2) AACL (1) CVPR (1) ECCV (1) ICML (1) IJCNLP (1)

Top co-authors

Chenguang Zhu (17) Michael Zeng (14) Shuohang Wang (10) Yang Liu (10) Yichong Xu (8) Xuedong Huang (6) Yiming Yang (6) Dan Iter (4) Luowei Zhou (3) Weizhu Chen (3)

Keywords

large language model (5) zero-shot learning (5) text summarization (5) few-shot learning (5) language model (4) abstractive summarization (3) natural language generation (3) question answering (3) in-context learning (3) knowledge distillation (3) math reasoning (2) event extraction (2) transfer learning (2) text generation (2) cross-lingual transfer (2) data augmentation (2) argument extraction (2) mathematical reasoning (1) logical reasoning (1) image retrieval (1)

Papers

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