← Authors

Xiaojiang Liu

34 papers · 2015–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (69) πŸ† Keyword Champion πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (20) πŸ“ˆ Trend Setter πŸ’Ž Century Club (34) πŸ—ƒοΈ Keyword Collector (152) ⚑ Prolific Year (14) πŸš€ Conference Pioneer

Conferences

EMNLP (13) ACL (8) AAAI (5) IJCNLP (3) COLING (2) ICLR (1) NAACL (1) NIPS (1)

Top co-authors

Wei Bi (20) Shuming Shi (13) Yan Wang (12) Deng Cai (6) Jun Gao (5) Ting Liu (5) Xiaocheng Feng (3) Zhaopeng Tu (3) Heng Gong (3) Junhui Li (3)

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