| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding | Apr 25, 2024 | GSM8KHellaSwag | CodeCode Available | 3 |
| Longformer: The Long-Document Transformer | Apr 10, 2020 | DecoderLanguage Modeling | CodeCode Available | 3 |
| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Relevance-guided Supervision for OpenQA with ColBERT | Jul 1, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 2 |
| Exploring Hint Generation Approaches in Open-Domain Question Answering | Sep 24, 2024 | Hint GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection | Aug 12, 2024 | Answer GenerationDecoder | CodeCode Available | 1 |
| Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs | Jun 4, 2024 | Question AnsweringTriviaQA | CodeCode Available | 1 |
| Multi-Granularity Guided Fusion-in-Decoder | Apr 3, 2024 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering | Mar 8, 2024 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
