Publications (selected)

2023

§  Recitation-Augmented Language Models. Zhiqing Sun, Xuezhi Wang, Yi Tay, Yiming Yang, Denny Zhou.  ICLR 2023.

§  Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions.  Ruohong Zhang Lei: EACL 2023.

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2022

§  DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems.  Ruizhong Qiu*, *, : NeurIPS 2022.

§  Sparse Attention with Learning to Hash. Zhiqing SunYiming YangShinjae Yoo.  ICLR 

§  Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification. Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Tom Vu, Likun Lei.  CoRR abs/2204.00933 ()

§  Memory-assisted prompt editing to improve GPT-3 after deployment. Aman Madaan*, Niket Tandon*, Peter Clark, and Yiming Yang: EM-NLP 2022.

§  Conditional set generation using Seq2seq model. Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, and Antoine Bosselu: EM-NLP 2022.

§  Language Models of Code are Few-Shot Commonsense Learners (CoCoGen). Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig: EM-NLP 2022.

§  FLOWGEN: Fast and slow graph generation.  Aman MadaanYiming Yang.  Dynamic Neural Networks Workshop at ICML 2022.

§  Learning to Repair: Repairing model output errors after deployment using a dynamic memory of feedback. Niket Tandon*, Aman Madaan*, Peter Clark, and Yiming Yang: NAACL 2022 (Findings)

§  PAL: Program-aided Language Models. Luyu Gao. CoRR abs/2211.10435 ()

§  JAKET: Joint Pre-training of Knowledge Graph and Language Understanding.  Donghan Yu, Chenguang Zhu, , Michael Zeng.  AAAI 2022: 11630-11638

§  KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering. Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, :  ACL (1) 20224961-4974

2021

§  Rethinking Transformer-based Set Prediction for Object Detection. [pdf] Zhiqing Sun, Shengcao Cao, Yiming Yang, Kris Kitani.  ICCV 2021.

§  Enhancing Summarization with Text Classification via Topic Consistency [pdf] Jingzhou Liu and Yiming Yang. ECML 2021.

§  Unsupervised Extractive Text Summarization with Distance-Augmented Sentence Graphs. [pdf] Jingzhou Liu, Dominic J. D. Hughes, . SIGIR 2313-2317

§  Could you give me a hint? Generating inference graphs for defeasible reasoning. [pdf] Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Eduard H. Hovy. ACL/IJCNLP (Findings) 5138-5147.

§  Meta Back-translation [pdf] Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig. ICLR 2021.

§  Generalized Multi-Relational Graph Convolution Networks [pdf]  Donghan Yu, Yiming Yang, Ruohong Zhang, Yuexin Wu. WWW 2021.

§  Neural language modeling for contextualized temporal graph generation [pdf] Aman Madaan and Yiming Yang.  NAACL 2021

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