Scott Yih

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo et al. · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · 2022 · 157 citations · Full text

Engineering, Language Processing, Word Embeddings +19

UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

Yuning Mao, Lambert Mathias, Rui Hou et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 75 citations · Full text

Lambert Mathias, Llm Fine-tuning, Engineering +18

UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering

Barlas Oğuz, Xilun Chen, Vladimir Karpukhin et al. · Findings of the Association for Computational Linguistics: NAACL 2022 · 2022 · 69 citations · Full text

Engineering, Knowledge Extraction, Open-domain Question Answering +28

Domain-matched Pre-training Tasks for Dense Retrieval

Barlas Oğuz, Kushal Lakhotia, Anchit Gupta et al. · Findings of the Association for Computational Linguistics: NAACL 2022 · 2022 · 40 citations · Full text

Engineering, Machine Learning, Dense Retrieval +25

Abductive Commonsense Reasoning

Chandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya et al. · arXiv (Cornell University) · 2019 · 34 citations · Full text

Engineering, Textual Entailment, Semantics +19