🧑‍🔬 Xiang Ren — all works

43 works · ← Xiang Ren

1. Hierarchical graph representation learning with differentiable pooling ↗neural information processing systems · no summary yetZhitao Ying et al.2018 · 865 citations
2. KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetBill Yuchen Lin et al.2019 · 649 citations
3. GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ↗arXiv (Cornell University) · no summary yetJiaxuan You et al.2018 · 490 citations
4. Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetWoojeong Jin et al.2020 · 448 citations
5. CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetBill Yuchen Lin et al.2020 · 437 citations
6. Empower Sequence Labeling with Task-Aware Neural Language ModelProceedings of the AAAI Conference on Artificial IntelligenceLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 425 citations
7. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionAnnual Meeting of the Association for Computational Linguistics (ACL)Dongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 321 citations
8. Learning Named Entity Tagger using Domain-Specific DictionaryConference on Empirical Methods in Natural Language Processing (EMNLP)Jingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 302 citations
9. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 300 citations
10. WildChat: 1M ChatGPT Interaction Logs in the WildarXiv:2405.01470Wenting Zhao, Xiang Ren, Jack Hessel, et al.2024 · 239 citations
11. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Bill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 218 citations
12. CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP ↗arXiv:2104.08835 · no summary yetQinyuan Ye, Bill Yuchen Lin, Xiang Ren2021 · 210 citations
13. Contextualizing Hate Speech Classifiers with Post-hoc ExplanationAnnual Meeting of the Association for Computational Linguistics (ACL)Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 205 citations
14. AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetXiang Ren et al.2016 · 184 citations
15. Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMozhdeh Gheini, Xiang Ren, Jonathan May2021 · 179 citations
16. A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWoojeong Jin et al.2022 · 149 citations
17. SCOTT: Self-Consistent Chain-of-Thought DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Peifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 146 citations
18. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepAnnual Meeting of the Association for Computational Linguistics (ACL)Liunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 140 citations
19. FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetBill Yuchen Lin et al.2022 · 135 citations
20. Hierarchical Text Classification with Reinforced Label Assignment ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetYuning Mao et al.2019 · 134 citations
21. HMEAE: Hierarchical Modular Event Argument Extraction ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetXiaozhi Wang et al.2019 · 132 citations
22. KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Donghan Yu, Chenguang Zhu, Yuwei Fang, et al.2022 · 116 citations
23. TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetBill Yuchen Lin et al.2020 · 111 citations
24. SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive TasksConference on Neural Information Processing Systems (NeurIPS)Bill Yuchen Lin, Yicheng Fu, Karina Yang, et al.2023 · 110 citations
25. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, et al.2021 · 107 citations
26. Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDong-Ho Lee et al.2022 · 106 citations
27. Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetPeifeng Wang et al.2020 · 104 citations
28. Dataless Knowledge Fusion by Merging Weights of Language Models ↗arXiv:2212.09849 · no summary yetXisen Jin et al.2022 · 101 citations
29. Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetLiyuan Liu et al.2017 · 88 citations
30. Learning Dynamic Context Augmentation for Global Entity LinkingConference on Empirical Methods in Natural Language Processing (EMNLP)Xiyuan Yang, Xiaotao Gu, Sheng Lin, et al.2019 · 85 citations
31. TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJiaming Shen et al.2021 · 80 citations
32. Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetNinareh Mehrabi et al.2021 · 65 citations
33. Self-Discover: Large Language Models Self-Compose Reasoning Structures ↗arXiv:2402.03620 · no summary yetPei Zhou et al.2024 · 61 citations
34. Collaborative Policy Learning for Open Knowledge Graph Reasoning ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetCong Fu et al.2019 · 60 citations
35. Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetDeren Lei et al.2020 · 58 citations
36. CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language PromptingarXiv:2404.10199Huihan Li, Liwei Jiang, Jena D. Hwang, et al.2024 · 40 citations
37. How FaR Are Large Language Models From Agents with Theory-of-Mind?arXiv:2310.03051Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, et al.2023 · 40 citations
38. ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning ↗arXiv:2012.15283 · no summary yetRujun Han, Xiang Ren, Nanyun Peng2020 · 39 citations
39. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityConference on Empirical Methods in Natural Language Processing (EMNLP)Pei Zhou, Hyundong Cho, Pegah Jandaghi, et al.2022 · 34 citations
40. PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) PlanningarXiv:2305.19472Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, et al.2023 · 25 citations
41. Hybrid forecasting of geopolitical events† ↗AI Magazine · no summary yetDaniel M. Benjamin et al.2023 · 18 citations
42. Tailoring Self-Rationalizers with Multi-Reward DistillationInternational Conference on Learning Representations (ICLR)Sahana Ramnath, Brihi Joshi, Skyler Hallinan, et al.2023 · 14 citations
43. DRInQ: Evaluating Conversational Implicature with Controlled Context VariationAnnual Meeting of the Association for Computational Linguistics (ACL)Hirona Jacqueline Arai, Xiang Ren2026

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