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Information Retrieval

2,394 papers

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Papers

Evidence Retrieval for Fact Verification using Multi-stage Reranking EMNLP 2024
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024
Balancing Visual Context Understanding in Dialogue for Image Retrieval EMNLP 2024
A Semantic Search Engine for Mathlib4 EMNLP 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024
Datasets for Multilingual Answer Sentence Selection EMNLP 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024
Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024
R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation EMNLP 2024
“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024
Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations EMNLP 2024
HyQE: Ranking Contexts with Hypothetical Query Embeddings EMNLP 2024
Dense Passage Retrieval: Is it Retrieving? EMNLP 2024
LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024
R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation EMNLP 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024