Dongyan Zhao
研究员
Researches text semantic analysis, semantic knowledge bases, natural language understanding and question answering.
Dongyan Zhao's lab at Peking works on knowledge, QA & retrieval and multilingual, translation & linguistics. 80 papers since 2023, 4 at top venues, mostly Findings of ACL and Findings of EMNLP. Applications close .
At a glance
- papers, 2023–2026
- 21/ year
- at T1 venues
- 5%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 19 papers2025 · T1 1
- 21 papers2024 · T1 0
- 40 papers2023 · T1 3
T1 venuesOtherVenues: Findings of ACL, Findings of EMNLP, ICLR, IJCAI, NeurIPS
Research focuspaper titles that use each topic's words
- Knowledge, QA & retrieval18 papers
- question7 papers
- Multilingual, translation & linguistics4 papers
- semantic2 papers
- language understanding0 papers
Paper list
From the lab homepage.
202519 papers
- ACM MM : 12837 - 12843AnaFig: A Human- Aligned Dataset for Scientific Figure Analysis
- COLING : 11070-11085.Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering
- COLING : 2329-2339E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models
- ACL (1) : 32850-32870Efficient Domain Continual pretraining by Mitigating the Stability Gap
- Computational Linguistics 51(2) JuneEliciting and Improving Causal Reasoning with Conditional Statements
- NLPCCEnd-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling
- EMNLP :1185-1196English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge
- Findings of ACLEpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding
- EMNLP : 3932-3948F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task
- AAAI : 25425-25433Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
- CVPR : 18925-18935OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
- IEEE TKDE 37(11): 6582-6596Personalized Review Summarization by Using Graph-Based Retrieval Augmemted Generation
202421 papers
- ACL AcceptedBi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text
- ECML/PKDD (4) : 143-159Disentangled Representations for Continual Learning: Overcoming Forgetting and Facilitating Knowledge Transfer
- EMNLP : 9972-9987Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
- NLPCC (3) : 158-169FIRP: Faster LLM Inference via Future Intermediate Representation Prediction
- Findings of ACLGraph-Structured Speculative Decoding
- Findings of ACLLarge Language Models Can Learn Representation in Natural Language
- NLPCC (1) : 16-28Learning to Generate Style-Specific Adapters for Stylized Dialogue Generation
- Findings of EMNLPLearning to Plan by Updating Natural Language
- EMNLP : 20924-20938Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
- LREC/COLING : 11827-11837Multilingual Generation in Abstractive Summarization: A Comparative Study
- Findings of ACLPPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion
- Findings of EMNLPPPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion
202340 papers
- NLPCC (2) : 301-313A Frustratingly Easy Improvement for Position Embeddings via Random Padding
- IEEE TKDE 35(9): 9642-9655A Trend of AI Conference Convergence in Similarity: An Empirical Study Through Trans-Temporal Heterogeneous Graph
- Findings of ACLAlign-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment
- Findings of EACLAn Intra-Class Relation Guided Approach for Code Comment Generation
- ACL (1) : 4002-4017Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast
- Findings of ACLAttend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination
- ICLR (T1)Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study
- ACL (2) : 1263-1276Class-Incremental Learning based on Label Generation
- Findings of EACLCross-Lingual Question Answering over Knowledge Base as Reading Comprehension
- CVPR : 11878-11887Dealing with Cross-Task Class Discrimination in Online Continual Learning
- Findings of ACLDecouple knowledge from paramters for plug-and-play language modeling
- ACL (1) : 13858-13873Dialogue Summarization with Static-Dynamic Structure Fusion Graph
Where alumni went
Alumni are not listed on the lab homepage.
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
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- Fee
- See program page
Not yet confirmed for this intake.
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