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Showing 1–50 of 124 papers

TitleStatusHype
LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingCode3
Longformer: The Long-Document TransformerCode3
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
LinkBERT: Pretraining Language Models with Document LinksCode2
Relevance-guided Supervision for OpenQA with ColBERTCode2
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
Exploring Hint Generation Approaches in Open-Domain Question AnsweringCode1
Recurrent Chunking Mechanisms for Long-Text Machine Reading ComprehensionCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionCode1
Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringCode1
A Neural Corpus Indexer for Document RetrievalCode1
Recitation-Augmented Language ModelsCode1
Multi-Granularity Guided Fusion-in-DecoderCode1
Unfamiliar Finetuning Examples Control How Language Models HallucinateCode1
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question AnsweringCode1
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question AnsweringCode1
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMsCode1
Simple and Effective Multi-Paragraph Reading ComprehensionCode1
Text and Code Embeddings by Contrastive Pre-TrainingCode1
A Memory Efficient Baseline for Open Domain Question AnsweringCode1
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
R2-D2: A Modular Baseline for Open-Domain Question AnsweringCode1
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Exploiting Abstract Meaning Representation for Open-Domain Question AnsweringCode1
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip PredictionCode1
Rider: Reader-Guided Passage Reranking for Open-Domain Question AnsweringCode1
Large Language Models Struggle to Learn Long-Tail KnowledgeCode1
End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringCode1
RoR: Read-over-Read for Long Document Machine Reading ComprehensionCode1
Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI—0
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval—0
Deep Understanding based Multi-Document Machine Reading Comprehension—0
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models—0
Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity—0
Cost-Saving LLM Cascades with Early Abstention—0
A Copy-Augmented Generative Model for Open-Domain Question Answering—0
Contextualized Representations Using Textual Encyclopedic Knowledge—0
A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension—0
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models—0
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering—0
Challenges in Generalization in Open Domain Question Answering—0
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction—0
Integrated Triaging for Fast Reading Comprehension—0
Fine-Grained Self-Endorsement Improves Factuality and Reasoning—0
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering—0
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation—0
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans?—0
CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation—0
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