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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024
Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NIPS 2024
LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024
Fine-Grained Alignment for Cross-Modal Recipe Retrieval WACV 2024
Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing EMNLP 2024
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024
Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task ACL 2024
Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024
CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News COLING 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024
Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods EMNLP 2024
Learning to Retrieve In-Context Examples for Large Language Models EACL 2024
Automatic Construction of a Large-Scale Corpus for Geoparsing Using Wikipedia Hyperlinks COLING 2024
Enhancing Swedish Parliamentary Data: Annotation, Accessibility, and Application in Digital Humanities EMNLP 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers NAACL 2024
FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering EACL 2024
Streamlining Conformal Information Retrieval via Score Refinement EMNLP 2024
Computational Methods for the Analysis of Complementizer Variability in Language and Literature: The Case of Hebrew “she-” and “ki” EMNLP 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024