Zhoujun Li

96 papers · 2010–2025 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (123) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🏃 Academic Marathon (15) 🏠 Conference Loyalist (21) 🤝 Dynamic Duo (34) 👥 Mega-Team (20) 🔬 Deep Specialist (17) 🧬 Topic Evolution 🏆 Keyword Champion (2) ❓ The Questioner (2) 📈 Trend Setter 🗃️ Keyword Collector (376) 🔥 Unstoppable (12) ⚡ Prolific Year (10) 💎 Century Club (96) 🚀 Conference Pioneer

Conferences

ACL (23) EMNLP (21) AAAI (14) COLING (10) IJCNLP (10) IJCAI (5) NAACL (3) AACL (2) ICCV (2) ICLR (2) EACL (1) ICML (1) INTERSPEECH (1) SEMEVAL (1)

Top co-authors

Jian Yang (34) Hongcheng Guo (17) Xinnian Liang (16) Jiaqi Bai (13) Wei Wu (12) Dongdong Zhang (11) Furu Wei (11) Jiaheng Liu (11) Ming Zhou (11) Shuming Ma (10)

Keywords

large language model (12) neural machine translation (8) text generation (8) multimodal learning (7) dialogue summarization (6) benchmark evaluation (6) relation extraction (6) named entity recognition (5) code generation (5) response generation (5) semantic parsing (4) few-shot learning (4) instruction tuning (4) contrastive learning (4) attention mechanism (4) transfer learning (4) multilingual translation (3) information extraction (3) cross-lingual transfer (3) multi-task learning (3)

Papers

UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI ICCV 2025

SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025

McEval: Massively Multilingual Code Evaluation ICLR 2025

CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025

Turning the Tide: Repository-based Code Reflection EMNLP 2025

TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025

XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025

SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025

UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL ACL 2025

DependEval: Benchmarking LLMs for Repository Dependency Understanding ACL 2025

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025

Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025

XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025

IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025

What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization AACL 2025

What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization IJCNLP 2025

CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025

Towards Multi-System Log Anomaly Detection ACL 2025

mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024

LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024

MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning AAAI 2024

OWL: A Large Language Model for IT Operations ICLR 2024

UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024

Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024

ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024

m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt COLING 2024

New Intent Discovery with Attracting and Dispersing Prototype COLING 2024

C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024

GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023

Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ACL 2023

M2C: Towards Automatic Multimodal Manga Complement EMNLP 2023

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP 2023

Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023

Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023

TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models AAAI 2023

Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality EACL 2023

Enhancing New Intent Discovery via Robust Neighbor-based Contrastive Learning INTERSPEECH 2023

Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022

UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation IJCAI 2022

Modeling Multi-Granularity Hierarchical Features for Relation Extraction NAACL 2022

CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers EMNLP 2022

PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation COLING 2022

An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks COLING 2022

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022

TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization NAACL 2022

High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022

Towards Modeling Role-Aware Centrality for Dialogue Summarization IJCNLP 2022

Towards Modeling Role-Aware Centrality for Dialogue Summarization AACL 2022

CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022

PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022

Multilingual Agreement for Multilingual Neural Machine Translation ACL 2021

Learning to Copy Coherent Knowledge for Response Generation AAAI 2021

Open Domain Dialogue Generation with Latent Images AAAI 2021

A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations AAAI 2021

Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ACL 2021

Improving Unsupervised Extractive Summarization with Facet-Aware Modeling ACL 2021

Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction ACL 2021

Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context EMNLP 2021

Jointly Learning to Repair Code and Generate Commit Message EMNLP 2021

TWT: Table with Written Text for Controlled Data-to-Text Generation EMNLP 2021

Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation IJCNLP 2021

Multilingual Agreement for Multilingual Neural Machine Translation IJCNLP 2021

Improving Unsupervised Extractive Summarization with Facet-Aware Modeling IJCNLP 2021

Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction IJCNLP 2021

Smart-Start Decoding for Neural Machine Translation NAACL 2021

Improving Neural Machine Translation with Soft Template Prediction ACL 2020

Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction IJCAI 2020

DocBank: A Benchmark Dataset for Document Layout Analysis COLING 2020

StyleDGPT: Stylized Response Generation with Pre-trained Language Models EMNLP 2020

Alternating Language Modeling for Cross-Lingual Pre-Training AAAI 2020

Formality Style Transfer with Shared Latent Space COLING 2020

Low-Resource Response Generation with Template Prior EMNLP 2019

Adversarial Learning for Weakly-Supervised Social Network Alignment AAAI 2019

Low-Resource Response Generation with Template Prior IJCNLP 2019

Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL IJCNLP 2019

Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer IJCNLP 2019

Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation IJCNLP 2019

Response Generation by Context-Aware Prototype Editing AAAI 2019

Leveraging Web Semantic Knowledge in Word Representation Learning AAAI 2019

Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation EMNLP 2019

Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer EMNLP 2019

Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL EMNLP 2019

Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018

Keyphrase Generation with Correlation Constraints EMNLP 2018

Ensemble Neural Relation Extraction with Adaptive Boosting IJCAI 2018

Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering SEMEVAL 2017

Jointly Extracting Relations with Class Ties via Effective Deep Ranking ACL 2017

Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots ACL 2017

Detecting Context Dependent Messages in a Conversational Environment COLING 2016

DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ACL 2016

Learning Geographical Hierarchy Features for Social Image Location Prediction IJCAI 2015

Exploiting Timelines to Enhance Multi-document Summarization ACL 2014

A Semi-Supervised Bayesian Network Model for Microblog Topic Classification COLING 2012

Comparable Entity Mining from Comparative Questions ACL 2010