Kenny Zhu
30 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Research topics
Machine Learning
(21)
Natural Language Processing
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Artificial Intelligence
(14)
Generation
(13)
Core AI
(12)
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Application Areas
(8)
Learning Types Β· Machine Learning
(8)
Deep Learning
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Keywords
text generation
(5)
pre-trained language model
(5)
dialogue system
(4)
unsupervised learning
(2)
abstractive summarization
(2)
commonsense knowledge
(2)
aspect extraction
(2)
text summarization
(2)
language model
(2)
domain adaptation
(2)
model compression
(2)
knowledge graph
(2)
length control
(2)
text classification
(2)
social media
(2)
dialogue generation
(2)
knowledge distillation
(1)
attention mechanism
(1)
transfer learning
(1)
self-supervised learning
(1)
Papers
Dog2vec: Self-Supervised Pre-Training for Canine Vocal Representation
Interspeech 2025
Context Compression for Auto-regressive Transformers with Sentinel Tokens
EMNLP 2023
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts
EMNLP 2023
Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime
ACL 2023
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation
ACL 2023
Pruning Pre-trained Language Models with Principled Importance and Self-regularization
ACL 2023
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues
ACL 2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation
EMNLP 2023
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models
EMNLP 2023
Transcribing Vocal Communications of Domestic Shiba lnu Dogs
ACL 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization
ACL 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model
EMNLP 2023
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments
ACL 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval
NAACL 2022
Length Control in Abstractive Summarization by Pretraining Information Selection
ACL 2022
Opinion Summarization by Weak-Supervision from Mix-structured Data
EMNLP 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing
NAACL 2022
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio
NAACL 2022
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning
NAACL 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media
EMNLP 2022
Multi-turn Response Selection using Dialogue Dependency Relations
EMNLP 2020
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations
EMNLP 2019
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text
COLING 2018
Automatic Extraction of Commonsense LocatedNear Knowledge
ACL 2018
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network
EMNLP 2018
ExtRA: Extracting Prominent Review Aspects from Customer Feedback
EMNLP 2018
Knowledge Base Question Answering via Encoding of Complex Query Graphs
EMNLP 2018
Mining Cross-Cultural Differences and Similarities in Social Media
ACL 2018
Towards Non-projective High-Order Dependency Parser
COLING 2016
Inferring Binary Relation Schemas for Open Information Extraction
EMNLP 2015