Xueliang Zhao
20 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (51) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(11)
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Grand Slam
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Topic Evolution
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Dynamic Duo
(11)
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(5)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(15)
Natural Language Processing
(14)
Core AI
(14)
Machine Learning
(13)
Generation
(13)
Deep Learning
(12)
Learning Types Β· Machine Learning
(9)
Learning Types Β· Deep Learning
(9)
Core Methods
(5)
Models
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Learning Paradigms
(4)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Reinforcement Learning
(2)
Methods
(2)
Keywords
dialogue generation
(7)
knowledge-grounded dialogue
(5)
large language model
(4)
response generation
(3)
variational inference
(3)
knowledge selection
(3)
response selection
(3)
mathematical reasoning
(3)
dialogue system
(3)
pre-trained language model
(3)
latent variable
(3)
multimodal learning
(2)
text generation
(2)
multi-task learning
(2)
knowledge grounding
(2)
video-grounded dialogue
(2)
open-domain dialogue
(2)
multi-turn dialogue
(2)
dependency parsing
(1)
logical reasoning
(1)
Papers
Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
ICLR 2025
PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models
ACL 2025
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
ACL 2024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers
ACL 2024
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving
ACL 2024
Subgoal-based Demonstration Learning for Formal Theorem Proving
ICML 2024
Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue
EMNLP 2023
On the Compositional Generalization in Versatile Open-domain Dialogue
ACL 2023
SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation
ACL 2023
VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions
ACL 2023
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation
EMNLP 2022
Learning to Express in Knowledge-Grounded Conversation
NAACL 2022
There Are a Thousand Hamlets in a Thousand Peopleβs Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory
ACL 2022
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning
EMNLP 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure
EMNLP 2022
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
AAAI 2021
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models
EMNLP 2020
Low-Resource Knowledge-Grounded Dialogue Generation
ICLR 2020
Zero-Resource Knowledge-Grounded Dialogue Generation
NeurIPS 2020
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots
IJCAI 2019