Wen Xiao
20 papers · 2019–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Dynamic Duo
(13)
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Century Club Β· Bronze
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Research topics
Machine Learning
(14)
Artificial Intelligence
(12)
Core AI
(12)
Natural Language Processing
(11)
Generation
(10)
Deep Learning
(9)
Architectures
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
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(4)
Learning Types Β· Deep Learning
(4)
Techniques
(3)
Optimization & Theory
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Keywords
large language model
(3)
extractive summarization
(3)
abstractive summarization
(3)
reinforcement learning
(2)
long document
(2)
pre-trained language model
(2)
text generation
(2)
neural network
(2)
document summarization
(2)
few-shot learning
(1)
factual accuracy
(1)
attention mechanism
(1)
adversarial learning
(1)
scene understanding
(1)
text classification
(1)
semantic segmentation
(1)
visual reasoning
(1)
text summarization
(1)
out-of-distribution generalization
(1)
domain generalization
(1)
Papers
Learning to Select Visual Tools from Experience
CVPR 2026
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025
Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
ICLR 2025
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety
NAACL 2024
Personalized Abstractive Summarization by Tri-agent Generation Pipeline
EACL 2024
Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack
ACL 2024
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues
EACL 2023
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency
ACL 2023
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation
EMNLP 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization
ACL 2022
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning
ACL 2021
KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification
NAACL 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers
NAACL 2021
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP
EMNLP 2021
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges
CVPR 2021
W-RST: Towards a Weighted RST-style Discourse Framework
ACL 2021
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help !
EMNLP 2020
Systematically Exploring Redundancy Reduction in Summarizing Long Documents
AACL 2020
Extractive Summarization of Long Documents by Combining Global and Local Context
EMNLP 2019