Zhiqi Huang
33 papers · 2020–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Conference Polyglot (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (5)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(70)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(15)
β‘
Prolific Year
(5)
π
Conference Pioneer
ποΈ
Keyword Collector
(144)
π₯
Unstoppable
(6)
π
Century Club
(30)
Conferences
EMNLP (8)
ACL (7)
COLING (7)
AAAI (2)
IJCNLP (2)
INTERSPEECH (2)
AACL (1)
CVPR (1)
IJCAI (1)
MICCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
spoken language understanding
(10)
slot filling
(4)
knowledge distillation
(4)
contrastive learning
(4)
multimodal learning
(4)
automatic speech recognition
(4)
intent detection
(4)
uncertainty quantification
(3)
zero-shot learning
(3)
transfer learning
(3)
intent classification
(3)
optimal transport
(3)
attention mechanism
(3)
large language model
(3)
feature generation
(2)
multi-view learning
(2)
pre-trained language model
(2)
task-oriented dialogue
(2)
information retrieval
(2)
visual question answering
(2)
Papers
BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering
AAAI 2026
MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
ACL 2026
An Automatic Method to Estimate Correctness of RAG
COLING 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model
CVPR 2025
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
EMNLP 2025
Distillation versus Contrastive Learning: How to Train Your Rerankers
AACL 2025
Distillation versus Contrastive Learning: How to Train Your Rerankers
IJCNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
EMNLP 2025
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study
COLING 2024
Optimizing Large-Scale Context Retrieval for End-to-End ASR
INTERSPEECH 2024
Language Concept Erasure for Language-invariant Dense Retrieval
EMNLP 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
EMNLP 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling
ACL 2024
Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
ACL 2024
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
ACL 2024
Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
MICCAI 2024
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics
COLING 2024
InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment
COLING 2024
Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic
COLING 2024
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling
COLING 2024
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence
EMNLP 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations
ACL 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding
EMNLP 2023
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention
EMNLP 2023
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning
INTERSPEECH 2023
Towards Joint Intent Detection and Slot Filling via Higher-order Attention
IJCAI 2022
MTL-SLT: Multi-Task Learning for Spoken Language Tasks
ACL 2022
GhostBERT: Generate More Features with Cheap Operations for BERT
ACL 2021
GhostBERT: Generate More Features with Cheap Operations for BERT
IJCNLP 2021
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention
AAAI 2021
Federated Learning for Spoken Language Understanding
COLING 2020
DynaBERT: Dynamic BERT with Adaptive Width and Depth
NIPS 2020