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| Mitigating LLM Hallucinations via Conformal Abstention | Apr 4, 2024 | Conformal PredictionGenerative Question Answering | —Unverified | 0 | 0 |
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| Noisy Pair Corrector for Dense Retrieval | Nov 7, 2023 | Code SearchRetrieval | —Unverified | 0 | 0 |
| On the Influence of Masking Policies in Intermediate Pre-training | Apr 18, 2021 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 | 0 |
| Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model | Dec 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 | 0 |
| Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders | Mar 31, 2023 | Knowledge DistillationLanguage Modeling | —Unverified | 0 | 0 |
| Ranking and Sampling in Open-Domain Question Answering | Nov 1, 2019 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
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| Relation-Guided Pre-Training for Open-Domain Question Answering | Sep 21, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 | 0 |
| Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents | Feb 27, 2024 | Known UnknownsQuestion Answering | —Unverified | 0 | 0 |
| Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation | Oct 27, 2024 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| Self-Training Large Language Models for Tool-Use Without Demonstrations | Feb 9, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 | 0 |
| SFR-RAG: Towards Contextually Faithful LLMs | Sep 16, 2024 | counterfactualHallucination | —Unverified | 0 | 0 |
| ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices | Mar 23, 2025 | HallucinationTriviaQA | —Unverified | 0 | 0 |
| Simple and Effective Semi-Supervised Question Answering | Apr 2, 2018 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 | 0 |
| SKILL: Structured Knowledge Infusion for Large Language Models | May 17, 2022 | Knowledge GraphsTriviaQA | —Unverified | 0 | 0 |
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| Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting | Jul 11, 2024 | ARCRAG | —Unverified | 0 | 0 |
| Studying Strategically: Learning to Mask for Closed-book QA | Dec 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
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| Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering | Sep 18, 2020 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 | 0 |