Ruochen Xu
33 papers · 2016–2025 · 11 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (11) 🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🏃
Academic Marathon
(9)
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
🤝
Dynamic Duo
(17)
👑
Triple Crown
🔬
Deep Specialist
(10)
🧬
Topic Evolution
⚡
Prolific Year
(7)
❓
The Questioner
🗃️
Keyword Collector
(152)
💎
Century Club
(33)
📈
Trend Setter
🔥
Unstoppable
(6)
🚀
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
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