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Information Retrieval

2362 directly classified papers

Papers per year

Papers

RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024
DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval ACL 2024
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models ACL 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ACL 2024
Twente-BMS-NLP at PerspectiveArg 2024: Combining Bi-Encoder and Cross-Encoder for Argument Retrieval ACL 2024
Large Language Models Can Learn Representation in Natural Language ACL 2024
DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models ACL 2024
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond ACL 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings EMNLP 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
MWE-Finder: A Demonstration COLING 2024
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust EMNLP 2024
QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters AAAI 2024
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024
Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024
MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024
Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024
PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024