Xin Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Hierarchical Text Classification

Weakly Supervised

Commonsense Knowledge

Knowledge Acquisition

Top Venues

Publications

Cheng Jiayang, Lin Qiu, Chunkit Chan, Xin Liu, Yangqiu Song, Zheng Zhang
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs. CoRR (2024)
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. CoRR (2024)
Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song
Towards Subgraph Isomorphism Counting with Graph Kernels. CoRR (2024)
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. ACL (1) (2024)
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. CoRR (2024)
Cheng Jiayang, Lin Qiu, Chunkit Chan, Xin Liu, Yangqiu Song, Zheng Zhang
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs. LREC/COLING (2024)
Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. ACL (1) (2024)
Chunkit Chan, Cheng Jiayang, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song
Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. EACL (Findings) (2024)
Zhongwei Wan, Xin Liu, Benyou Wang, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang
Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation. ACM Trans. Inf. Syst. 42 (2) (2024)
Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation. ACL (1) (2024)
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. ACL (1) (2024)
Changlong Yu, Xin Liu, Jefferson Maia, Yang Li, Tianyu Cao, Yifan Gao, Yangqiu Song, Rahul Goutam, Haiyang Zhang, Bing Yin, Zheng Li
COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon. SIGMOD Conference Companion (2024)
Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song, Ginny Y. Wong, Simon See
Self-Consistent Narrative Prompts on Abductive Natural Language Inference. IJCNLP (1) (2023)
Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection. CoRR (2023)
Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding, Xin Liu, Yangqiu Song
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering. CoRR (2023)
Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song
ASER: Towards large-scale commonsense knowledge acquisition via higher-order selectional preference over eventualities. Artif. Intell. 309 (2022)
Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform. EMNLP (2022)
Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang
Boosting Graph Structure Learning with Dummy Nodes. ICML (2022)
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
Exploring Discourse Structures for Argument Impact Classification. CoRR (2021)
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
Exploring Discourse Structures for Argument Impact Classification. ACL/IJCNLP (1) (2021)
Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities. CoRR (2021)
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification. CoRR (2020)
Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki Leung
ASER: A Large-scale Eventuality Knowledge Graph. WWW (2020)
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification. IJCAI (2020)
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Zizheng Lin, Yangqiu Song, Michael David Kuo, Wan Hang Keith Chiu
A Variational Approach to Unsupervised Sentiment Analysis. CoRR (2020)
Xin Liu, Haojie Pan, Mutian He, Yangqiu Song, Xin Jiang, Lifeng Shang
Neural Subgraph Isomorphism Counting. KDD (2020)
Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song
Relation Discovery with Out-of-Relation Knowledge Base as Supervision. NAACL-HLT (1) (2019)
Huiru Xiao, Xin Liu, Yangqiu Song
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification. WWW (2019)
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. CoRR (2019)
Huiru Xiao, Xin Liu, Yangqiu Song
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification. CoRR (2019)
Jie Huang, Xin Liu, Yangqiu Song
Hyper-Path-Based Representation Learning for Hyper-Networks. CoRR (2019)
Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki Leung
ASER: A Large-scale Eventuality Knowledge Graph. CoRR (2019)
Xin Liu, Haojie Pan, Mutian He, Yangqiu Song, Xin Jiang
Neural Subgraph Isomorphism Counting. CoRR (2019)
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. NAACL-HLT (1) (2019)
Jie Huang, Xin Liu, Yangqiu Song
Hyper-Path-Based Representation Learning for Hyper-Networks. CIKM (2019)
Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song
Relation Discovery with Out-of-Relation Knowledge Base as Supervision. CoRR (2019)
Ziqian Zeng, Xin Liu, Yangqiu Song
Biased Random Walk based Social Regularization for Word Embeddings. IJCAI (2018)