Zhoujun Li

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