Yangqiu Song
The Hong Kong University of Science and Technology
conceptualization
commonsense
commonsense reasoning
question answering
natural language generation
causal inference
zero-shot
weak supervision
privacy
event extraction
reasoning
language model
controllable text generation
generalization
language models
19
presentations
3
number of views
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
Cheng Jiayang 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