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| A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension | Jul 1, 2018 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 | 0 |
| ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval | Jan 25, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Attendre: Wait To Attend By Retrieval With Evicted Queries in Memory-Based Transformers for Long Context Processing | Jan 10, 2024 | DecoderReading Comprehension | —Unverified | 0 | 0 |
| Attention-guided Generative Models for Extractive Question Answering | Oct 12, 2021 | DecoderExtractive Question-Answering | —Unverified | 0 | 0 |
| Allies: Prompting Large Language Model with Beam Search | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation | Feb 16, 2025 | Natural QuestionsRetrieval | —Unverified | 0 | 0 |
| Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? | Nov 23, 2022 | Open-Domain Question AnsweringTriviaQA | —Unverified | 0 | 0 |
| Challenges in Generalization in Open Domain Question Answering | Oct 16, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 | 0 |
| CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models | Dec 15, 2022 | Language ModellingQuestion Answering | —Unverified | 0 | 0 |
| Contextualized Representations Using Textual Encyclopedic Knowledge | Apr 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Cost-Saving LLM Cascades with Early Abstention | Feb 13, 2025 | GSM8KMMLU | —Unverified | 0 | 0 |
| CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing | May 19, 2023 | Fact CheckingNatural Questions | —Unverified | 0 | 0 |
| Deep Understanding based Multi-Document Machine Reading Comprehension | Feb 25, 2022 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 | 0 |
| Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval | Mar 31, 2023 | RetrievalTriviaQA | —Unverified | 0 | 0 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 | 0 |
| Efficient Transformer Knowledge Distillation: A Performance Review | Nov 22, 2023 | Knowledge DistillationModel Compression | —Unverified | 0 | 0 |
| Evaluating Neural Model Robustness for Machine Comprehension | Apr 1, 2021 | Adversarial Attackmodel | —Unverified | 0 | 0 |
| FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering | Nov 18, 2022 | Data AugmentationDecoder | —Unverified | 0 | 0 |
| Fine-Grained Self-Endorsement Improves Factuality and Reasoning | Feb 23, 2024 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| FIT-RAG: Black-Box RAG with Factual Information and Token Reduction | Mar 21, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval | Apr 18, 2022 | Natural QuestionsPassage Retrieval | —Unverified | 0 | 0 |
| Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation | Jan 13, 2022 | InformativenessQuestion Answering | —Unverified | 0 | 0 |
| HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation | May 22, 2025 | ChunkingDeep Hashing | —Unverified | 0 | 0 |
| Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation | Dec 25, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 | 0 |