Conghui Zhu
18 papers · 2007–2026 · 6 venues · across top CS/AI venues
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Machine Learning
(10)
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large language model
(3)
benchmark evaluation
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selection bia
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neural machine translation
(2)
natural language inference
(2)
representation learning
(2)
attention mechanism
(2)
natural language processing
(1)
data augmentation
(1)
sentiment analysis
(1)
grammatical error correction
(1)
natural language generation
(1)
item response theory
(1)
reward modeling
(1)
toxicity detection
(1)
multimodal learning
(1)
preference learning
(1)
preference optimization
(1)
dialogue generation
(1)
Papers
Long-form RewardBench: Evaluating Reward Models for Long-form Generation
AAAI 2026
Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory
AAAI 2026
A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction
COLING 2025
LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation
COLING 2025
MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
ACL 2025
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection
NAACL 2022
Cross Copy Network for Dialogue Generation
EMNLP 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting
ACL 2020
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets
ACL 2019
Understanding and Improving Hidden Representations for Neural Machine Translation
NAACL 2019
Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization
EMNLP 2019
Attention-Fused Deep Matching Network for Natural Language Inference
IJCAI 2018
Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs
EMNLP 2014
Hierarchical Phrase Table Combination for Machine Translation
ACL 2013
Improving Pivot-Based Statistical Machine Translation Using Random Walk
EMNLP 2013
Expected Error Minimization with Ultraconservative Update for SMT
COLING 2012
Locally Training the Log-Linear Model for SMT
EMNLP 2012
A Unified Tagging Approach to Text Normalization
ACL 2007