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TriviaQA

Papers

Showing 150 of 124 papers

TitleStatusHype
LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingCode3
Longformer: The Long-Document TransformerCode3
LinkBERT: Pretraining Language Models with Document LinksCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
Relevance-guided Supervision for OpenQA with ColBERTCode2
Exploring Hint Generation Approaches in Open-Domain Question AnsweringCode1
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionCode1
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMsCode1
Multi-Granularity Guided Fusion-in-DecoderCode1
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question AnsweringCode1
Unfamiliar Finetuning Examples Control How Language Models HallucinateCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Exploiting Abstract Meaning Representation for Open-Domain Question AnsweringCode1
Large Language Models Struggle to Learn Long-Tail KnowledgeCode1
Recitation-Augmented Language ModelsCode1
A Neural Corpus Indexer for Document RetrievalCode1
Text and Code Embeddings by Contrastive Pre-TrainingCode1
RoR: Read-over-Read for Long Document Machine Reading ComprehensionCode1
R2-D2: A Modular Baseline for Open-Domain Question AnsweringCode1
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringCode1
Rider: Reader-Guided Passage Reranking for Open-Domain Question AnsweringCode1
A Memory Efficient Baseline for Open Domain Question AnsweringCode1
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip PredictionCode1
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question AnsweringCode1
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Recurrent Chunking Mechanisms for Long-Text Machine Reading ComprehensionCode1
Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringCode1
Simple and Effective Multi-Paragraph Reading ComprehensionCode1
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionCode1
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language ModelsCode0
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation0
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models0
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures0
ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices0
CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation0
Cost-Saving LLM Cascades with Early Abstention0
Self-Training Large Language Models for Tool-Use Without Demonstrations0
Vision-centric Token Compression in Large Language Model0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval0
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation0
DragonVerseQA: Open-Domain Long-Form Context-Aware Question-AnsweringCode0
Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity0
Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI0
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation0
KV Prediction for Improved Time to First TokenCode0
SFR-RAG: Towards Contextually Faithful LLMs0
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting0
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