Tianqing Fang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 57

Top Topics

Commonsense Reasoning

Top Venues

EMNLP (Findings)

Publications

Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge. CoRR (2024)
Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Long Chen, Yangqiu Song
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. CoRR (2024)
Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs. ACL (1) (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)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. ICLR (2024)
Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Junxian He, Yangqiu Song
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. CoRR (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. CoRR (2024)
Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song
Acquiring and modeling abstract commonsense knowledge via conceptualization. Artif. Intell. 333 (2024)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) (2024)
Xingbo Wang, Renfei Huang, Zhihua Jin, Tianqing Fang, Huamin Qu
: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases. 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)
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. CoRR (2024)
Ying Su, Tianqing Fang, Huiru Xiao, Weiqi Wang, Yangqiu Song, Tong Zhang, Lei Chen
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion. CoRR (2024)
Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases. EACL (1) (2024)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. CoRR (2024)
Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs. CoRR (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)
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)
Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective. CoRR (2023)
Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. ACL (1) (2023)
Jiayang Cheng, Lin Qiu, Tsz Ho Chan, Tianqing Fang, Weiqi Wang, Chunkit Chan, Dongyu Ru, Qipeng Guo, Hongming Zhang, Yangqiu Song, Yue Zhang, Zheng Zhang
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. EMNLP (2023)
Shizhe Diao, Yongyu Lei, Liangming Pan, Tianqing Fang, Wangchunshu Zhou, Sedrick Scott Keh, Min-Yen Kan, Tong Zhang
Doolittle: Benchmarks and Corpora for Academic Writing Formalization. EMNLP (2023)
Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. CoRR (2023)
Xingbo Wang, Renfei Huang, Zhihua Jin, Tianqing Fang, Huamin Qu
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models. CoRR (2023)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Hierarchical Multimodal Learning. CoRR (2023)
Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang, Sehyun Choi, Xin Liu, Yangqiu Song
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph. CoRR (2023)
Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. CoRR (2023)
Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection. EMNLP (2023)
Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. EMNLP (Findings) (2023)
Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective. ACL (1) (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. EMNLP (Findings) (2023)
Tianqing Fang, Quyet V. Do, Sehyun Choi, Weiqi Wang, Yangqiu Song
CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population. CoRR (2023)
Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination 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)
Weiqi Wang, Baixuan Xu, Tianqing Fang, Lirong Zhang, Yangqiu Song
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification. SemEval@ACL (2023)
Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. CoRR (2023)
Chunkit Chan, Jiayang Cheng, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. CoRR (2023)
Jiayang Cheng, Lin Qiu, Tsz Ho Chan, Tianqing Fang, Weiqi Wang, Chunkit Chan, Dongyu Ru, Qipeng Guo, Hongming Zhang, Yangqiu Song, Yue Zhang, Zheng Zhang
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. 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)
Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. CoRR (2022)
Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population. EMNLP (Findings) (2022)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. CoRR (2022)
Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization. CoRR (2022)
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. CoRR (2022)
Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population. CoRR (2022)
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
Weakly Supervised Text Classification using Supervision Signals from a Language Model. CoRR (2022)
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. EMNLP (2022)
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
Weakly Supervised Text Classification using Supervision Signals from a Language Model. NAACL-HLT (Findings) (2022)
Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. EMNLP (Findings) (2022)
Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu
Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge. AKBC (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)
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge. CoRR (2021)
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge. WWW (2021)
Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset. EMNLP (1) (2021)
Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset. CoRR (2021)
Nedjma Ousidhoum, Xinran Zhao, Tianqing Fang, Yangqiu Song, Dit-Yan Yeung
Probing Toxic Content in Large Pre-Trained Language Models. ACL/IJCNLP (1) (2021)