Zhiheng Huang
22 papers · 2008–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(4)
π§¬
Topic Evolution
π§
Keyword Pioneer
β‘
Prolific Year Β· Productive
π
Trend Setter
ποΈ
Keyword Collector
(102)
β
The Questioner
(2)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Deep Learning
(10)
Natural Language Processing
(10)
Machine Learning
(9)
Applications
(7)
Core AI
(7)
Learning Types Β· Deep Learning
(7)
Computer Vision
(5)
Core Methods
(5)
Architectures
(4)
Learning Paradigms
(4)
Learning Types Β· Machine Learning
(4)
Generation
(3)
Models
(3)
Resources & Methods
(3)
Keywords
question answering
(4)
text generation
(3)
multi-task learning
(3)
zero-shot learning
(2)
contrastive learning
(2)
information retrieval
(2)
open-domain question answering
(2)
generative model
(2)
recurrent neural network
(2)
language model
(2)
document retrieval
(2)
transformer model
(2)
convolutional neural network
(2)
large language model
(2)
attention mechanism
(1)
video captioning
(1)
self-attention mechanism
(1)
visual question answering
(1)
object detection
(1)
few-shot learning
(1)
Papers
DF-MIA: A Distribution-Free Membership Inference Attack on Fine-Tuned Large Language Models
AAAI 2025
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models
EMNLP 2024
Hybrid Hierarchical Retrieval for Open-Domain Question Answering
ACL 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
ACL 2023
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering
ACL 2023
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK
ICLR 2023
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks
EMNLP 2023
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
NAACL 2022
Contrastive Document Representation Learning with Graph Attention Networks
EMNLP 2021
Beyond [CLS] through Ranking by Generation
EMNLP 2020
Improve Transformer Models with Better Relative Position Embeddings
EMNLP 2020
CNN-RNN: A Unified Framework for Multi-Label Image Classification
CVPR 2016
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks
CVPR 2016
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question
NeurIPS 2015
Learning Like a Child: Fast Novel Visual Concept Learning From Sentence Descriptions of Images
ICCV 2015
Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going?
ICCV 2013
Iterative Viterbi A* Algorithm for K-Best Sequential Decoding
ACL 2012
Accurate Semantic Class Classifier for Coreference Resolution
EMNLP 2009
A Graph-based Semi-Supervised Learning for Question-Answering
ACL 2009
Investigation of Question Classifier in Question Answering
EMNLP 2009
Question Classification using Head Words and their Hypernyms
EMNLP 2008