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| 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 |
| Unfamiliar Finetuning Examples Control How Language Models Hallucinate | Mar 8, 2024 | MMLUMultiple-choice | CodeCode Available | 1 |
| Generator-Retriever-Generator Approach for Open-Domain Question Answering | Jul 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 |
| Large Language Models Struggle to Learn Long-Tail Knowledge | Nov 15, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 |
| Recitation-Augmented Language Models | Oct 4, 2022 | Natural QuestionsQuestion Answering | CodeCode Available | 1 |
| A Neural Corpus Indexer for Document Retrieval | Jun 6, 2022 | DecoderRetrieval | CodeCode Available | 1 |
| Text and Code Embeddings by Contrastive Pre-Training | Jan 24, 2022 | Code SearchLinear-Probe Classification | CodeCode Available | 1 |
| RoR: Read-over-Read for Long Document Machine Reading Comprehension | Sep 10, 2021 | Machine Reading ComprehensionReading Comprehension | CodeCode Available | 1 |
| R2-D2: A Modular Baseline for Open-Domain Question Answering | Sep 8, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| End-to-End Training of Neural Retrievers for Open-Domain Question Answering | Jan 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering | Jan 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| A Memory Efficient Baseline for Open Domain Question Answering | Dec 30, 2020 | Dimensionality ReductionOpen-Domain Question Answering | CodeCode Available | 1 |
| Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction | Nov 26, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Oct 21, 2020 | Machine Reading ComprehensionNatural Questions | CodeCode Available | 1 |
| Generation-Augmented Retrieval for Open-domain Question Answering | Sep 17, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering | Jul 2, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension | May 16, 2020 | ChunkingMachine Reading Comprehension | CodeCode Available | 1 |
| Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering | Nov 10, 2019 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Simple and Effective Multi-Paragraph Reading Comprehension | Oct 29, 2017 | Question AnsweringReading Comprehension | CodeCode Available | 1 |
| TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension | May 9, 2017 | Reading ComprehensionSentence | CodeCode Available | 1 |
| Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds | Jun 3, 2025 | In-Context LearningNatural Questions | —Unverified | 0 |
| 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 |
| HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation | May 22, 2025 | ChunkingDeep Hashing | —Unverified | 0 |
| Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models | May 16, 2025 | Question AnsweringRetrieval | —Unverified | 0 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 |
| ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices | Mar 23, 2025 | HallucinationTriviaQA | —Unverified | 0 |
| CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation | Feb 16, 2025 | Natural QuestionsRetrieval | —Unverified | 0 |
| Cost-Saving LLM Cascades with Early Abstention | Feb 13, 2025 | GSM8KMMLU | —Unverified | 0 |
| Self-Training Large Language Models for Tool-Use Without Demonstrations | Feb 9, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 |
| Vision-centric Token Compression in Large Language Model | Feb 2, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval | Jan 25, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation | Dec 25, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering | Dec 21, 2024 | ArticlesForm | CodeCode Available | 0 |
| Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity | Nov 15, 2024 | Contrastive LearningHallucination | —Unverified | 0 |
| Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI | Nov 4, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation | Oct 27, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| KV Prediction for Improved Time to First Token | Oct 10, 2024 | Code CompletionCPU | CodeCode Available | 0 |
| SFR-RAG: Towards Contextually Faithful LLMs | Sep 16, 2024 | counterfactualHallucination | —Unverified | 0 |
| Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting | Jul 11, 2024 | ARCRAG | —Unverified | 0 |