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Information Retrieval

335 directly classified papers

Papers per year

Papers

Learning to Rank in Generative Retrieval AAAI 2024

Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024

QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024

Task-aware Retrieval with Instructions ACL 2023

Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search ACL 2023

Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI SEMEVAL 2023

Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023

Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search AAAI 2023

Combating Disinformation on Social Media and Its Challenges: A Computational Perspective AAAI 2023

FAA: Fine-grained Attention Alignment for Cascade Document Ranking ACL 2023

Precise Zero-Shot Dense Retrieval without Relevance Labels ACL 2023

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023

ConvGQR: Generative Query Reformulation for Conversational Search ACL 2023

End-to-end Knowledge Retrieval with Multi-modal Queries ACL 2023

DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ACL 2023

Effective Contrastive Weighting for Dense Query Expansion ACL 2023

A System for Answering Simple Questions in Multiple Languages ACL 2023

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration ACL 2023

Search-Oriented Conversational Query Editing ACL 2023

Towards Robust Ranker for Text Retrieval ACL 2023

Optimizing Test-Time Query Representations for Dense Retrieval ACL 2023

Scientific Fact-Checking: A Survey of Resources and Approaches ACL 2023

Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023

GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023

Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering ACL 2023