Beyond the imitation game: Quantifying and extrapolating the capabilities of language models TMLR, 2022 | 841* | 2022 |
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning BY Lin, X Chen, J Chen, X Ren Proceedings of EMNLP 2019 (oral), 2019 | 483 | 2019 |
CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning BY Lin, W Zhou, M Shen, P Zhou, C Bhagavatula, Y Choi, X Ren in Findings of EMNLP 2020, 2020 | 325 | 2020 |
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering Y Feng, X Chen, BY Lin, P Wang, J Yan, X Ren in Proc. of EMNLP 2020, 2020 | 218 | 2020 |
Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media BY Lin, FF Xu, Z Luo, KQ Zhu Proceedings of EMNLP 2017 W-NUT Workshop, 2017 | 165 | 2017 |
Faith and Fate: Limits of Transformers on Compositionality N Dziri, X Lu, M Sclar, XL Li, L Jiang, BY Lin, P West, C Bhagavatula, ... in NeurIPS 2023, 2023 | 135 | 2023 |
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models BY Lin, S Lee, R Khanna, X Ren in Proc. of EMNLP 2020, 2020 | 135 | 2020 |
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks BY Lin, C He, Z Zeng, H Wang, Y Huang, M Soltanolkotabi, X Ren, ... in Proc. of NAACL 2022 Findings, 2021 | 133* | 2021 |
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Q Ye, BY Lin, X Ren EMNLP 2021, 2021 | 130 | 2021 |
Neural Adaptation Layers for Cross-domain Named Entity Recognition BY Lin, W Lu Proceedings of EMNLP 2018, 2018 | 115 | 2018 |
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition BY Lin, DH Lee, M Shen, R Moreno, X Huang, P Shiralkar, X Ren in Proc. of ACL 2020, 2020 | 93 | 2020 |
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion D Jiang, X Ren, BY Lin in Proc. of ACL 2023, 2023 | 69 | 2023 |
Pre-training Text-to-Text Transformers for Concept-Centric Common Sense W Zhou, DH Lee, RK Selvam, S Lee, BY Lin, X Ren in Proc. of ICLR 2021, 2021 | 65 | 2021 |
NERO: A neural rule grounding framework for label-efficient relation extraction W Zhou, H Lin, BY Lin, Z Wang, J Du, L Neves, X Ren Proceedings of The Web Conference (WWW) 2020, 2020 | 53 | 2020 |
Lorahub: Efficient cross-task generalization via dynamic lora composition C Huang, Q Liu, BY Lin, T Pang, C Du, M Lin arXiv preprint arXiv:2307.13269, 2023 | 52 | 2023 |
FreeDOM: A transferable neural architecture for structured information extraction on web documents BY Lin, Y Sheng, N Vo, S Tata Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 50 | 2020 |
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging BY Lin, DH Lee, FF Xu, O Lan, X Ren Proceedings of ACL 2019, 2019 | 41 | 2019 |
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning BY Lin, S Lee, X Qiao, X Ren in Proc. of ACL 2021, 2021 | 39 | 2021 |
Differentiable Open-Ended Commonsense Reasoning BY Lin, H Sun, B Dhingra, M Zaheer, X Ren, WW Cohen in Proc. of NAACL 2021, 2021 | 38 | 2021 |
Unsupervised Cross-Task Generalization via Retrieval Augmentation B Yuchen Lin, K Tan, C Miller, B Tian, X Ren (to appear) in NeurIPS 2022, 2022 | 37* | 2022 |