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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Learning to Rank in Generative Retrieval AAAI 2024
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models AAAI 2024
Exploring the Practicality of Generative Retrieval on Dynamic Corpora EMNLP 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024
CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024
Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation INTERSPEECH 2024
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation ACL 2024
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems NAACL 2024
Boosting the Potential of Large Language Models with an Intelligent Information Assistant NIPS 2024
Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024
TRoTR: A Framework for Evaluating the Re-contextualization of Text Reuse EMNLP 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt EMNLP 2024
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024
Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes NAACL 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval INTERSPEECH 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval AAAI 2024
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization AAAI 2024