Xiaojiang Liu
34 papers · 2015–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Academic Marathon (10) π§ Keyword Pioneer π Conference Polyglot (8) π Renaissance Researcher (6)
π
Renaissance Researcher
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(69)
π
Keyword Champion
π¬
Deep Specialist
(11)
π€
Dynamic Duo
(20)
π
Trend Setter
π
Century Club
(34)
ποΈ
Keyword Collector
(152)
β‘
Prolific Year
(14)
π
Conference Pioneer
Conferences
EMNLP (13)
ACL (8)
AAAI (5)
IJCNLP (3)
COLING (2)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
response generation
(11)
dialogue system
(8)
dialogue generation
(6)
text generation
(6)
short-text conversation
(4)
matching model
(3)
information retrieval
(3)
memory network
(2)
neural generative model
(2)
conditional variational autoencoder
(2)
text classification
(2)
multi-turn dialogue
(2)
variational autoencoder
(2)
sequence-to-sequence model
(2)
benchmark evaluation
(2)
language model
(2)
conversational ai
(2)
knowledge base
(2)
question answering
(2)
generative model
(2)
Papers
TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
ICLR 2025
MR. Judge: Multimodal Reasoner as a Judge
EMNLP 2025
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
ACL 2025
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
NIPS 2022
Learning Bias-reduced Word Embeddings Using Dictionary Definitions
ACL 2022
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection
EMNLP 2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation
AAAI 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation
ACL 2020
Rigid Formats Controlled Text Generation
ACL 2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away
ACL 2020
Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation
ACL 2020
TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching
COLING 2020
Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems
COLING 2020
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning
EMNLP 2020
Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification
EMNLP 2020
Relevance-Promoting Language Model for Short-Text Conversation
AAAI 2020
Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering
AAAI 2020
Event Extraction as Machine Reading Comprehension
EMNLP 2020
Profile Consistency Identification for Open-domain Dialogue Agents
EMNLP 2020
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory
NAACL 2019
Generating Multiple Diverse Responses for Short-Text Conversation
AAAI 2019
Better Fine-Tuning via Instance Weighting for Text Classification
AAAI 2019
Fine-Grained Sentence Functions for Short-Text Conversation
ACL 2019
Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration
EMNLP 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework
EMNLP 2019
A Discrete CVAE for Response Generation on Short-Text Conversation
EMNLP 2019
Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration
IJCNLP 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework
IJCNLP 2019
A Discrete CVAE for Response Generation on Short-Text Conversation
IJCNLP 2019
Automatic Article Commenting: the Task and Dataset
ACL 2018
Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method
EMNLP 2018
Translating a Math Word Problem to a Expression Tree
EMNLP 2018
Deep Neural Solver for Math Word Problems
EMNLP 2017
Automatically Solving Number Word Problems by Semantic Parsing and Reasoning
EMNLP 2015