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information retrieval

1493 papers

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Also known as

IR

Co-occurring keywords

large language model (12755) question answering (2904) retrieval-augmented generation (1459) dense retrieval (270) document retrieval (226) contrastive learning (3979) language model (4573) text classification (6776) knowledge graph (1795) zero-shot learning (3637)

Papers

Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024
MEANT: Multimodal Encoder for Antecedent Information EMNLP 2024
GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation EMNLP 2024
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data COLING 2024
Corpus-Steered Query Expansion with Large Language Models EACL 2024
Identifying High Consideration E-Commerce Search Queries EMNLP 2024
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering EMNLP 2024
Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results COLING 2024
Sub-Table Rescorer for Table Question Answering COLING 2024
Triple-R: Automatic Reasoning for Fact Verification Using Language Models COLING 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024
Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models COLING 2024
Pre-Training Methods for Question Reranking EACL 2024
Typos Correction Training against Misspellings from Text-to-Text Transformers COLING 2024
GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NIPS 2024
Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal ACL 2024
Streamlining Conformal Information Retrieval via Score Refinement EMNLP 2024
InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024