Yangqiu Song
Associate Professor @ The Hong Kong University of Science and Technology
commonsense
question answering
conceptualization
commonsense reasoning
privacy
data augmentation
natural language understanding
generalization
causal inference
reasoning
weak supervision
event extraction
natural language generation
language model
zero-shot
19
presentations
3
number of views
SHORT BIO
Associate Professor at the Department of Computer Science and Engineering, The Hong Kong University of Science and Technology
Presentations
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
Weiqi Wang and 6 other authors
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
Jiayang Cheng and 11 other authors
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
Sehyun Choi and 3 other authors
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering
Haochen Shi and 6 other authors
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning
Weiqi Wang and 5 other authors
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
Zhaowei Wang and 8 other authors
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm
Hongming Zhang and 5 other authors
Global Constraints with Prompting for Zero-Shot Event Argument Classification
Zizheng Lin and 2 other authors
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform
Huiru Xiao and 4 other authors
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas
Haoran Li and 2 other authors
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
Jiaxin Bai and 3 other authors
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting
Ying SU and 3 other authors
Exophoric Pronoun Resolution in Dialogues with Topic Regularization
Xintong Yu and 5 other authors
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
Hongliang Dai and 2 other authors