bookmarks (hide)60
- Identifying meaningful topics for sparse Steam reviews -- by Steve Shao
- In natural language processing (NLP) field, it is hard to augmenting text due to high complexity of language. Not every word we can replace it by others such as a, an, the. Also, not every word has synonym. Even changing a word, the context will be totally difference. On the other hand, generating augmented image in computer vision area is relative easier. Even introducing noise or cropping out portion of image, model can still classify the image.
- Recent explosion in the popularity of large language models like ChatGPT has led to their increased usage in classical NLP tasks like language classification. This involves providing a context…
- Large language models (LLMs) have proven to be valuable tools, but they often lack reliability. Many instances have surfaced where LLM-generated responses included false information. Specifically…
- TLDR — Extractive question answering is an important task for providing a good user experience in many applications. The popular Retriever-Reader framework for QA using BERT can be difficult to scale…
publications
(hide)152
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- (2023)
- Annals of Applied Statistics, (2007)
- Proceedings of the Association for Computational Linguistics (ACL), page 271--278. Association for Computational Linguistics, (2004)
- (2017)cite arxiv:1706.04902.
- ACM Computing Surveys (CSUR), 54 (6): 1--35 (2021)
- Proceedings of the 2004 SIAM International Conference on Data Mining, page 333--344. Lake Buena Vista, FL, Society for Industrial and Applied Mathematics, (April 2004)
- (June 2023)
- CoRR, (2014)
- COLT, page 257-269. Omnipress, (2010)
- volume 1112 of Communications in Computer and Information Science, Springer, (2019)
- IEEE Trans. Med. Imaging, 35 (5): 1313-1321 (2016)
- ACL, page 299-309. Association for Computational Linguistics, (2017)
- Leeds Metropolitan University, (April 2007)
- Koli Calling, page 40:1-40:2. ACM, (2020)
- ACL (1), page 388-397. Association for Computational Linguistics, (2017)
- 2015 IEEE Frontiers in Education Conference (FIE), page 1-9. IEEE Computer Society, (2015)
- (2019)cite arxiv:1905.09418Comment: ACL 2019 (camera-ready).
- NAACL-HLT (1), abs/1904.01596, page 2970-3005. Association for Computational Linguistics, (2019)
- Journal of Marketing Management, 31 (9-10): 1141--1157 (2015)
- Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), page 133--142. (2019)
