Ziqiang Cao
26 papers · 2014–2026 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(15)
Deep Learning
(14)
Natural Language Processing
(14)
Generation
(12)
Learning Types Β· Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types Β· Deep Learning
(7)
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(6)
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(4)
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(3)
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Optimization & Theory
(3)
Keywords
text summarization
(6)
large language model
(5)
abstractive summarization
(4)
query-focused summarization
(3)
extractive summarization
(3)
representation learning
(2)
in-context learning
(2)
vision-language model
(2)
data augmentation
(2)
dialogue system
(2)
inference efficiency
(2)
few-shot learning
(2)
diffusion model
(2)
sequence-to-sequence model
(2)
non-autoregressive generation
(2)
text generation
(2)
language model
(2)
question answering
(1)
cross-lingual transfer
(1)
domain adaptation
(1)
Papers
Interleaved Tool-Call Reasoning for Protein Function Understanding
ACL 2026
The Bidirectional Process Reward Model
ACL 2026
AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning
AAAI 2025
Interleaved-Modal Chain-of-Thought
CVPR 2025
Personalized Large Language Model Assistant with Evolving Conditional Memory
COLING 2025
UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation
ACL 2025
CoUDA: Coherence Evaluation via Unified Data Augmentation
NAACL 2024
Improving Copy-oriented Text Generation via EDU Copy Mechanism
COLING 2024
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
ACL 2024
Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !
ACL 2023
Data Selection Curriculum for Abstractive Text Summarization
EMNLP 2023
Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization
EMNLP 2023
Dynamic and Efficient Inference for Text Generation via BERT Family
ACL 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
EMNLP 2023
Preserve Context Information for Extract-Generate Long-Input Summarization Framework
AAAI 2023
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
IJCAI 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization
ACL 2023
Few-shot Query-Focused Summarization with Prefix-Merging
EMNLP 2022
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness
EMNLP 2022
BASS: Boosting Abstractive Summarization with Unified Semantic Graph
ACL 2021
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization
ACL 2018
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
IJCNLP 2017
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
COLING 2016
Learning Summary Prior Representation for Extractive Summarization
ACL 2015
Joint Learning of Chinese Words, Terms and Keywords
EMNLP 2014
Text-level Discourse Dependency Parsing
ACL 2014