| Gqa: Training generalized multi-query transformer models from multi-head checkpoints J Ainslie, J Lee-Thorp, M de Jong, Y Zemlyanskiy, F Lebrón, S Sanghai arXiv preprint arXiv:2305.13245, 2023 | 403 | 2023 |
| Self-attentive, multi-context one-class classification for unsupervised anomaly detection on text L Ruff, Y Zemlyanskiy, R Vandermeulen, T Schnake, M Kloft ACL 2019, 2019 | 81 | 2019 |
| Colt5: Faster long-range transformers with conditional computation J Ainslie, T Lei, M de Jong, S Ontañón, S Brahma, Y Zemlyanskiy, ... arXiv preprint arXiv:2303.09752, 2023 | 58 | 2023 |
| Mention Memory: incorporating textual knowledge into Transformers through entity mention attention M de Jong, Y Zemlyanskiy, N FitzGerald, F Sha, W Cohen ICLR 2022, 2022 | 48 | 2022 |
| Extracting translation pairs from social network content M Eck, Y Zemlyanskiy, J Zhang, A Waibel IWSLT 2014, 2014 | 35* | 2014 |
| Fido: Fusion-in-decoder optimized for stronger performance and faster inference M de Jong, Y Zemlyanskiy, J Ainslie, N FitzGerald, S Sanghai, F Sha, ... arXiv preprint arXiv:2212.08153, 2022 | 27 | 2022 |
| Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner Y Zemlyanskiy, F Sha CoNLL 2018, 2018 | 23 | 2018 |
| Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Y Zemlyanskiy, M de Jong, J Ainslie, P Pasupat, P Shaw, L Qiu, ... COLING 2022, 2022 | 16 | 2022 |
| ReadTwice: Reading Very Large Documents with Memories Y Zemlyanskiy, J Ainslie, M de Jong, P Pham, I Eckstein, F Sha NAACL-HLT 2021, 2021 | 15 | 2021 |
| DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections Y Zemlyanskiy, S Gandhe, R He, B Kanagal, A Ravula, J Gottweis, F Sha, ... EACL 2021, 2021 | 12 | 2021 |
| Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models L Vilnis, Y Zemlyanskiy, P Murray, AT Passos, S Sanghai ICML 2023, 2023 | 9 | 2023 |
| Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute M De Jong, Y Zemlyanskiy, N FitzGerald, J Ainslie, S Sanghai, F Sha, ... ICML 2023, 2023 | 6 | 2023 |
| GLIMMER: generalized late-interaction memory reranker M de Jong, Y Zemlyanskiy, N FitzGerald, S Sanghai, WW Cohen, J Ainslie arXiv preprint arXiv:2306.10231, 2023 | 2 | 2023 |
| MEMORY-VQ: Compression for Tractable Internet-Scale Memory Y Zemlyanskiy, M de Jong, L Vilnis, S Ontañón, WW Cohen, S Sanghai, ... arXiv preprint arXiv:2308.14903, 2023 | | 2023 |
