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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

In defense of dual-encoders for neural ranking ICML 2022
NS3: Neuro-symbolic Semantic Code Search NIPS 2022
CausalQA: A Benchmark for Causal Question Answering COLING 2022
Overview of the Third Workshop on Scholarly Document Processing COLING 2022
TRAttack: Text Rewriting Attack Against Text Retrieval ACL 2022
Keep Me Updated! Memory Management in Long-term Conversations EMNLP 2022
Listwise Learning to Rank Based on Approximate Rank Indicators AAAI 2022
NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter ACL 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning EMNLP 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph IJCNLP 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers NIPS 2022
Unsupervised Dense Retrieval for Scientific Articles EMNLP 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps IJCNLP 2022
Transformer Memory as a Differentiable Search Index NIPS 2022
Accelerating Code Search with Deep Hashing and Code Classification ACL 2022
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
RELiC: Retrieving Evidence for Literary Claims ACL 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes COLING 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections COLING 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022
Label Smoothing for Text Mining COLING 2022