Yaqian Zhou
26 papers · 2003–2025 · 8 venues · across top CS/AI venues
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Achievements
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Topic Evolution
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Mega-Team Β· Squad
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Renaissance Researcher
(6)
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(12)
Artificial Intelligence
(11)
Core AI
(10)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Applications
(5)
Resources & Methods
(5)
Speech & Audio
(4)
Application Areas
(4)
Core Methods
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Synthesis
(3)
Keywords
large language model
(6)
speech language model
(3)
speech generation
(2)
reinforcement learning from human feedback
(2)
multimodal learning
(2)
natural language generation
(2)
representation learning
(2)
model robustness
(1)
text classification
(1)
reinforcement learning
(1)
in-context learning
(1)
relation extraction
(1)
data augmentation
(1)
speech processing
(1)
preference alignment
(1)
natural language processing
(1)
dependency parsing
(1)
self-supervised learning
(1)
vision-language alignment
(1)
preference optimization
(1)
Papers
CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis
NAACL 2025
Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs
EMNLP 2025
FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models
NAACL 2025
LongSafety: Enhance Safety for Long-Context LLMs
ACL 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time
NAACL 2025
Calibrating the Confidence of Large Language Models by Eliciting Fidelity
EMNLP 2024
SpeechAlign: Aligning Speech Generation to Human Preferences
NeurIPS 2024
SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models
ICLR 2024
DUB: Discrete Unit Back-translation for Speech Translation
ACL 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities
EMNLP 2023
A Relation-Oriented Clustering Method for Open Relation Extraction
EMNLP 2021
Iterative GNN-based Decoder for Question Generation
EMNLP 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training
ACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
ACL 2021
Leveraging Document-Level Label Consistency for Named Entity Recognition
IJCAI 2020
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning
EMNLP 2018
Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary
EMNLP 2016
Modelling Interaction of Sentence Pair with Coupled-LSTMs
EMNLP 2016
Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks
EMNLP 2015
A Generative Model for Identifying Target Companies of Microblogs
COLING 2014
Detecting Spammers in Community Question Answering
IJCNLP 2013
Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks
EMNLP 2010
CRF-based Hybrid Model for Word Segmentation, NER and even POS Tagging
IJCNLP 2008
Answering Definition Questions Using Web Knowledge Bases
IJCNLP 2005
Transformation Based Chinese Entity Detection and Tracking
IJCNLP 2005
A Fast Algorithm for Feature Selection in Conditional Maximum Entropy Modeling
EMNLP 2003