Shuangyong Song
26 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Natural Language Processing
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Machine Learning
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Keywords
large language model
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contrastive learning
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multi-turn dialogue
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intent detection
(2)
few-shot learning
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data augmentation
(2)
schema linking
(2)
low-rank adaptation
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dialogue system
(2)
slot filling
(2)
spoken language understanding
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dialogue state tracking
(2)
text processing
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chain-of-thought reasoning
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in-context learning
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domain generalization
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natural language inference
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factual accuracy
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policy optimization
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Papers
Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations
ACL 2026
Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding
AAAI 2026
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models
AAAI 2026
TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code Detection
SemEval 2026
TeleAI at SemEval-2026 Task 3: Large Language Models for Dimensional Aspect-Based Sentiment Analysis
SemEval 2026
TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and Ranking
SemEval 2026
TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-Thought
SemEval 2026
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling
ACL 2025
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction
ACL 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task
EMNLP 2025
TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation
SemEval 2025
TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models
SemEval 2025
UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL
ACL 2025
Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification
ACL 2024
icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract)
AAAI 2024
Sentence Segmentation and Punctuation for Ancient Books Based on Supervised In-context Training
COLING 2024
TeleChat: An Open-source Billingual Large Language Model
ACL 2024
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
ICML 2024
Improving Dialogue Intent Classification with a Knowledge-Enhanced Multifactor Graph Model (Student Abstract)
AAAI 2023
Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction
EMNLP 2023
A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract)
AAAI 2022
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking
EMNLP 2022
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract)
AAAI 2022
Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots
COLING 2022
An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots
NAACL 2021
Session-Level User Satisfaction Prediction for Customer Service Chatbot in E-Commerce (Student Abstract)
AAAI 2020