| Longformer: The Long-Document Transformer | Apr 10, 2020 | DecoderLanguage Modeling | CodeCode Available | 3 | 5 |
| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding | Apr 25, 2024 | GSM8KHellaSwag | CodeCode Available | 3 | 5 |
| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 | 5 |
| Relevance-guided Supervision for OpenQA with ColBERT | Jul 1, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 2 | 5 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 | 5 |
| Text and Code Embeddings by Contrastive Pre-Training | Jan 24, 2022 | Code SearchLinear-Probe Classification | CodeCode Available | 1 | 5 |
| Unfamiliar Finetuning Examples Control How Language Models Hallucinate | Mar 8, 2024 | MMLUMultiple-choice | CodeCode Available | 1 | 5 |
| Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering | Nov 10, 2019 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| A Memory Efficient Baseline for Open Domain Question Answering | Dec 30, 2020 | Dimensionality ReductionOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 | 5 |
| Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs | Jun 4, 2024 | Question AnsweringTriviaQA | CodeCode Available | 1 | 5 |
| R2-D2: A Modular Baseline for Open-Domain Question Answering | Sep 8, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 | 5 |
| Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction | Nov 26, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| RoR: Read-over-Read for Long Document Machine Reading Comprehension | Sep 10, 2021 | Machine Reading ComprehensionReading Comprehension | CodeCode Available | 1 | 5 |
| Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering | Jul 2, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Generator-Retriever-Generator Approach for Open-Domain Question Answering | Jul 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension | May 9, 2017 | Reading ComprehensionSentence | CodeCode Available | 1 | 5 |
| Generation-Augmented Retrieval for Open-domain Question Answering | Sep 17, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Exploring Hint Generation Approaches in Open-Domain Question Answering | Sep 24, 2024 | Hint GenerationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering | Mar 8, 2024 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection | Aug 12, 2024 | Answer GenerationDecoder | CodeCode Available | 1 | 5 |
| Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering | Jan 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Oct 21, 2020 | Machine Reading ComprehensionNatural Questions | CodeCode Available | 1 | 5 |
| A Neural Corpus Indexer for Document Retrieval | Jun 6, 2022 | DecoderRetrieval | CodeCode Available | 1 | 5 |
| Recitation-Augmented Language Models | Oct 4, 2022 | Natural QuestionsQuestion Answering | CodeCode Available | 1 | 5 |
| Large Language Models Struggle to Learn Long-Tail Knowledge | Nov 15, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 | 5 |
| Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension | May 16, 2020 | ChunkingMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Simple and Effective Multi-Paragraph Reading Comprehension | Oct 29, 2017 | Question AnsweringReading Comprehension | CodeCode Available | 1 | 5 |
| End-to-End Training of Neural Retrievers for Open-Domain Question Answering | Jan 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Multi-Granularity Guided Fusion-in-Decoder | Apr 3, 2024 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering | Dec 21, 2024 | ArticlesForm | CodeCode Available | 0 | 5 |
| A Question-Focused Multi-Factor Attention Network for Question Answering | Jan 25, 2018 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing | May 19, 2023 | Fact CheckingNatural Questions | CodeCode Available | 0 | 5 |
| RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation | Jun 9, 2024 | Document RankingNatural Questions | CodeCode Available | 0 | 5 |
| CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG | Jun 17, 2024 | MisinformationRAG | CodeCode Available | 0 | 5 |
| GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models | May 26, 2025 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 0 | 5 |
| A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models | Oct 9, 2023 | Image GenerationQuestion Answering | CodeCode Available | 0 | 5 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 | 5 |
| Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering | Nov 29, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 | 5 |
| Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering | Nov 14, 2017 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Adversarial Retriever-Ranker for dense text retrieval | Oct 7, 2021 | Natural QuestionsRetrieval | CodeCode Available | 0 | 5 |
| Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering | May 14, 2019 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Allies: Prompting Large Language Model with Beam Search | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data | Mar 14, 2019 | Question AnsweringReading Comprehension | CodeCode Available | 0 | 5 |
| From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data | Jun 27, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 | 5 |
| KV Prediction for Improved Time to First Token | Oct 10, 2024 | Code CompletionCPU | CodeCode Available | 0 | 5 |
| Entities as Experts: Sparse Memory Access with Entity Supervision | Apr 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| A Discrete Hard EM Approach for Weakly Supervised Question Answering | Sep 11, 2019 | Question AnsweringTriviaQA | CodeCode Available | 0 | 5 |
| LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models | May 31, 2024 | TriviaQATruthfulQA | CodeCode Available | 0 | 5 |
