Kaige Xie
9 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
EMNLP (3)
COLING (2)
EACL (2)
NAACL (2)
Top co-authors
Keywords
story generation
(2)
large language model
(2)
text generation
(2)
question answering
(2)
retrieval-augmented generation
(2)
text summarization
(1)
information retrieval
(1)
policy gradient
(1)
synthetic data generation
(1)
multi-hop question answering
(1)
belief state
(1)
stochastic variational inference
(1)
knowledge graph
(1)
latent variable model
(1)
dialogue state tracking
(1)
controllable generation
(1)
knowledge base
(1)
world model
(1)
end-to-end learning
(1)
explanation generation
(1)
Papers
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
COLING 2025
Making Large Language Models into World Models with Precondition and Effect Knowledge
COLING 2025
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage
NAACL 2025
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning
EACL 2024
Creating Suspenseful Stories: Iterative Planning with Large Language Models
EACL 2024
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes
EMNLP 2022
Guiding Neural Story Generation with Reader Models
EMNLP 2022
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models
NAACL 2019
Towards Universal Dialogue State Tracking
EMNLP 2018