← Authors

Kenny Zhu

30 papers · 2015–2023 · 5 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (75) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (8) 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (143) πŸ’Ž Century Club (30) πŸ“ˆ Trend Setter ⚑ Prolific Year (8)

Conferences

EMNLP (13) ACL (10) NAACL (4) COLING (2) IJCNLP (1)

Top co-authors

Qi Jia (9) Yizhu Liu (8) Siyu Ren (6) Haifeng Tang (6) Mengyue Wu (4) Frank F. Xu (3) Bill Yuchen Lin (3) Zhiling Zhang (3) Chen Li (2) Zhiyi Luo (2)

Research topics

Linguistics (1)

Keywords

text generation (5) dialogue system (4) unsupervised learning (3) pre-trained language model (3) aspect extraction (2) domain adaptation (2) abstractive summarization (2) part-of-speech tagging (2) language model (2) knowledge graph (2) model compression (2) pretrained language model (2) text classification (2) social media (2) cross-lingual transfer (2) dialogue generation (2) commonsense knowledge (2) named entity recognition (2) text summarization (2) length control (2)

Papers

Context Compression for Auto-regressive Transformers with Sentinel Tokens EMNLP 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
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues ACL 2023
Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime ACL 2023
Pruning Pre-trained Language Models with Principled Importance and Self-regularization ACL 2023
Transcribing Vocal Communications of Domestic Shiba lnu Dogs ACL 2023
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation ACL 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization ACL 2023
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts EMNLP 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning NAACL 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing NAACL 2022
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments ACL 2022
Opinion Summarization by Weak-Supervision from Mix-structured Data EMNLP 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022
Length Control in Abstractive Summarization by Pretraining Information Selection ACL 2022
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio NAACL 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval NAACL 2022
Multi-turn Response Selection using Dialogue Dependency Relations EMNLP 2020
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations IJCNLP 2019
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations EMNLP 2019
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network EMNLP 2018
Automatic Extraction of Commonsense LocatedNear Knowledge ACL 2018
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text COLING 2018
Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018
ExtRA: Extracting Prominent Review Aspects from Customer Feedback 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