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Yangqiu Song
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2020 – today
- 2024
- [j51]Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song:
Acquiring and modeling abstract commonsense knowledge via conceptualization. Artif. Intell. 333: 104149 (2024) - [j50]Kang Liu, Yangqiu Song, Jeff Z. Pan:
Editorial for Special Issue on Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications. Mach. Intell. Res. 21(2): 215-216 (2024) - [c187]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: 54-73 - [c186]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: 973-994 - [c185]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: 1312-1329 - [c184]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: 2351-2374 - [c183]Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song:
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL (1) 2024: 6106-6131 - [c182]Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut:
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs. ACL (1) 2024: 11365-11384 - [c181]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: 6622-6642 - [c180]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: 684-721 - [c179]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: 714-731 - [c178]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: 766-781 - [c177]Hang Yin, Zihao Wang, Yangqiu Song:
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors. ICLR 2024 - [c176]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song:
Understanding Inter-Session Intentions via Complex Logical Reasoning. KDD 2024: 71-82 - [c175]Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song:
Privacy-Preserved Neural Graph Databases. KDD 2024: 1108-1118 - [c174]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: 148-160 - [c173]Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang:
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs. *SEM@NAACL 2024: 360-371 - [c172]Qi Hu, Yangqiu Song:
User Consented Federated Recommender System Against Personalized Attribute Inference Attack. WSDM 2024: 276-285 - [c171]Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong:
New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends. WWW (Companion Volume) 2024: 1294-1297 - [i150]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 abs/2401.07286 (2024) - [i149]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 abs/2401.14003 (2024) - [i148]Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang:
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs. CoRR abs/2401.17536 (2024) - [i147]Ying Su, Tianqing Fang, Huiru Xiao, Weiqi Wang, Yangqiu Song, Tong Zhang, Lei Chen:
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion. CoRR abs/2402.09666 (2024) - [i146]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 abs/2402.10646 (2024) - [i145]Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li:
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. CoRR abs/2402.14609 (2024) - [i144]Feihong Lu, Weiqi Wang, Yangyifei Luo, Ziqin Zhu, Qingyun Sun, Baixuan Xu, Haochen Shi, Shiqi Gao, Qian Li, Yangqiu Song, Jianxin Li:
MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery. CoRR abs/2402.18169 (2024) - [i143]Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song:
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? CoRR abs/2402.18272 (2024) - [i142]Weizhi Fei, Zihao Wang, Hang Yin, Yang Duan, Hanghang Tong, Yangqiu Song:
Soft Reasoning on Uncertain Knowledge Graphs. CoRR abs/2403.01508 (2024) - [i141]Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut:
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs. CoRR abs/2403.07398 (2024) - [i140]Hang Yin, Zihao Wang, Yangqiu Song:
Meta Operator for Complex Query Answering on Knowledge Graphs. CoRR abs/2403.10110 (2024) - [i139]Cheng Jiayang, Lin Qiu, Chunkit Chan, Xin Liu, Yangqiu Song, Zheng Zhang:
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs. CoRR abs/2404.00209 (2024) - [i138]Lihui Liu, Zihao Wang, Ruizhong Qiu, Yikun Ban, Eunice Chan, Yangqiu Song, Jingrui He, Hanghang Tong:
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs. CoRR abs/2404.04264 (2024) - [i137]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 abs/2404.13627 (2024) - [i136]Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song:
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. CoRR abs/2404.14215 (2024) - [i135]Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang:
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation. CoRR abs/2404.14241 (2024) - [i134]Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Kang Liu, Jun Zhao:
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering. CoRR abs/2404.14741 (2024) - [i133]Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song:
Towards Subgraph Isomorphism Counting with Graph Kernels. CoRR abs/2405.07497 (2024) - [i132]Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song:
Backdoor Removal for Generative Large Language Models. CoRR abs/2405.07667 (2024) - [i131]Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang:
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data. CoRR abs/2405.14212 (2024) - [i130]Weiqi Wang, Yangqiu Song:
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset. CoRR abs/2406.02106 (2024) - [i129]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 abs/2406.10173 (2024) - [i128]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 abs/2406.10701 (2024) - [i127]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 abs/2406.10885 (2024) - [i126]Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song:
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory. CoRR abs/2406.11149 (2024) - [i125]Zihao Zheng, Zhaowei Wang, Qing Zong, Yangqiu Song:
KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument Mining. CoRR abs/2407.19740 (2024) - [i124]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 abs/2407.20564 (2024) - 2023
- [j49]Yangqiu Song:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 46(1): 3 (2023) - [j48]Jiaxin Bai, Tianshi Zheng, Yangqiu Song:
Sequential Query Encoding for Complex Query Answering on Knowledge Graphs. Trans. Mach. Learn. Res. 2023 (2023) - [j47]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c170]Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See:
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition. ACL (Findings) 2023: 35-57 - [c169]Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin:
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. ACL (Findings) 2023: 1173-1191 - [c168]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: 5253-5271 - [c167]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: 13111-13140 - [c166]Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong, Simon See:
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport. ACL (Findings) 2023: 13679-13696 - [c165]Haoran Li, Mingshi Xu, Yangqiu Song:
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence. ACL (Findings) 2023: 14022-14040 - [c164]Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. ArgMining@EMNLP 2023: 139-147 - [c163]Qi Hu, Yangqiu Song:
Independent Distribution Regularization for Private Graph Embedding. CIKM 2023: 823-832 - [c162]Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth:
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. EACL (Findings) 2023: 114-124 - [c161]Zizheng Lin, Hongming Zhang, Yangqiu Song:
Global Constraints with Prompting for Zero-Shot Event Argument Classification. EACL (Findings) 2023: 2482-2493 - [c160]Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song:
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection. EMNLP (Findings) 2023: 3591-3608 - [c159]Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song:
Multi-step Jailbreaking Privacy Attacks on ChatGPT. EMNLP (Findings) 2023: 4138-4153 - [c158]Junnan Liu, Qianren Mao, Chenghua Lin, Yangqiu Song, Jianxin Li:
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs. EMNLP (Findings) 2023: 4578-4586 - [c157]Cheng Jiayang, 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: 11518-11537 - [c156]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: 13520-13545 - [c155]Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song:
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection. EMNLP 2023: 14035-14053 - [c154]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: 15329-15341 - [c153]Zihao Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
Logical Message Passing Networks with One-hop Inference on Atomic Formulas. ICLR 2023 - [c152]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: 1040-1057 - [c151]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song:
Knowledge Graph Reasoning over Entities and Numerical Values. KDD 2023: 57-68 - [c150]Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song:
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. NeurIPS 2023 - [c149]Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang:
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting. NeurIPS 2023 - [c148]Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song:
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. NeurIPS 2023 - [c147]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: 1-9 - [c146]Chen Luo, Rahul Goutam, Haiyang Zhang, Chao Zhang, Yangqiu Song, Bing Yin:
Implicit Query Parsing at Amazon Product Search. SIGIR 2023: 3380-3384 - [c145]Baixuan Xu, Haochen Shi, Tianshi Zheng, Qing Zong, Weiqi Wang, Zhaowei Wang, Yangqiu Song:
KnowComp Submission for WMT23 Sign Language Translation Task. WMT 2023: 351-358 - [c144]Yi Wu, Haochen Shi, Weiqi Wang, Yangqiu Song:
KnowComp Submission for WMT23 Word-Level AutoCompletion Task. WMT 2023: 882-889 - [i123]Zihao Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
Logical Message Passing Networks with One-hop Inference on Atomic Formulas. CoRR abs/2301.08859 (2023) - [i122]Zizheng Lin, Hongming Zhang, Yangqiu Song:
Global Constraints with Prompting for Zero-Shot Event Argument Classification. CoRR abs/2302.04459 (2023) - [i121]Jiaxin Bai, Tianshi Zheng, Yangqiu Song:
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs. CoRR abs/2302.13114 (2023) - [i120]Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Yangqiu Song:
Multi-step Jailbreaking Privacy Attacks on ChatGPT. CoRR abs/2304.05197 (2023) - [i119]Hang Yin, Zihao Wang, Yangqiu Song:
On Existential First Order Queries Inference on Knowledge Graphs. CoRR abs/2304.07063 (2023) - [i118]Tianqing Fang, Quyet V. Do, Sehyun Choi, Weiqi Wang, Yangqiu Song:
CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population. CoRR abs/2304.10392 (2023) - [i117]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 abs/2304.14827 (2023) - [i116]Haoran Li, Mingshi Xu, Yangqiu Song:
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence. CoRR abs/2305.03010 (2023) - [i115]Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See:
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition. CoRR abs/2305.03973 (2023) - [i114]Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong, Simon See:
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport. CoRR abs/2305.04034 (2023) - [i113]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 abs/2305.04808 (2023) - [i112]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 abs/2305.05191 (2023) - [i111]Jie Huang, Yifan Gao, Zheng Li, Jingfeng Yang, Yangqiu Song, Chao Zhang, Zining Zhu, Haoming Jiang, Kevin Chen-Chuan Chang, Bing Yin:
CCGen: Explainable Complementary Concept Generation in E-Commerce. CoRR abs/2305.11480 (2023) - [i110]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 abs/2305.14869 (2023) - [i109]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 abs/2305.14970 (2023) - [i108]Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song:
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. CoRR abs/2305.19068 (2023) - [i107]Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song:
Knowledge Graph Reasoning over Entities and Numerical Values. CoRR abs/2306.01399 (2023) - [i106]Hang Yin, Zihao Wang, Weizhi Fei, Yangqiu Song:
EFOk-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation. CoRR abs/2307.13701 (2023) - [i105]Qi Hu, Yangqiu Song:
Independent Distribution Regularization for Private Graph Embedding. CoRR abs/2308.08360 (2023) - [i104]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. CoRR abs/2309.08303 (2023) - [i103]Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. CoRR abs/2310.05210 (2023) - [i102]Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song:
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection. CoRR abs/2310.09044 (2023) - [i101]Haoran Li, Yulin Chen, Jinglong Luo, Yan Kang, Xiaojin Zhang, Qi Hu, Chunkit Chan, Yangqiu Song:
Privacy in Large Language Models: Attacks, Defenses and Future Directions. CoRR abs/2310.10383 (2023) - [i100]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 abs/2310.11303 (2023) - [i99]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 abs/2310.12011 (2023) - [i98]Cheng Jiayang, 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 abs/2310.12874 (2023) - [i97]Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu:
Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation. CoRR abs/2310.17922 (2023) - [i96]