Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

SimCSE: Simple Contrastive Learning of Sentence Embeddings

Tianyu Gao, Xingcheng Yao, Danqi Chen · 2021 · 2.5K citations · Full text

Computing, Computer Science, Computational Linguistics +14

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Yue Wang, Weishi Wang, Shafiq Joty et al. · 2021 · 1.3K citations · Full text

Computing, Computer Science, Computational Linguistics +13

CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Jack Hessel, Ari Holtzman, Maxwell Forbes et al. · 2021 · 962 citations · Full text

Computing, Computer Science, Criterion-referenced Assessment +12

VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding

Hu Xu, Gargi Ghosh, Po-Yao Huang et al. · 2021 · 405 citations · Full text

Computing, Computer Science, Computational Linguistics +7

Aspect Sentiment Quad Prediction as Paraphrase Generation

Wenxuan Zhang, Yang Deng, Xin Li et al. · 2021 · 197 citations · Full text

Computing, Computer Science, Computational Linguistics +15