Sirui Wang
29 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
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ACL (10)
EMNLP (8)
AAAI (4)
COLING (3)
IJCAI (2)
IJCNLP (1)
INTERSPEECH (1)
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Keywords
large language model
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language model
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contrastive learning
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data selection
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adversarial robustness
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sentence representation
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retrieval-augmented generation
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model compression
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knowledge graph
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multimodal learning
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knowledge distillation
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pre-trained language model
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semantic matching
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semantic textual similarity
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data quality
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self-supervised learning
(2)
question answering
(2)
named entity recognition
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optimal transport
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symbolic reasoning
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Papers
CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction
AAAI 2026
Rectify Evaluation Preference: Improving LLMsβ Critique on Math Reasoning via Perplexity-aware Reinforcement Learning
AAAI 2026
GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
AAAI 2026
Enhancing LLMs via High-Knowledge Data Selection
AAAI 2025
Growing Through Experience: Scaling Episodic Grounding in Language Models
ACL 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning
ACL 2025
FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
ACL 2025
Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
ACL 2025
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
ACL 2025
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation
COLING 2025
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
EMNLP 2025
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal
EMNLP 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
EMNLP 2024
Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation
ACL 2023
Local and Global: Temporal Question Answering via Information Fusion
IJCAI 2023
Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task
ACL 2023
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation
ACL 2022
DABERT: Dual Attention Enhanced BERT for Semantic Matching
COLING 2022
Robust Lottery Tickets for Pre-trained Language Models
ACL 2022
PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models
EMNLP 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022
Searching for Optimal Subword Tokenization in Cross-domain NER
IJCAI 2022
Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL
INTERSPEECH 2022
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
EMNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
IJCNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
ACL 2021
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models
EMNLP 2021
Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension
COLING 2020
Table Fact Verification with Structure-Aware Transformer
EMNLP 2020