Information Retrieval

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024 KSAA-CAD Shared Task: Contemporary Arabic Dictionary for Reverse Dictionary and Word Sense Disambiguation ACL 2024 LaMP: When Large Language Models Meet Personalization ACL 2024 Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods EMNLP 2024 Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024 Language Models as Semantic Indexers ICML 2024 Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting NAACL 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Large Language Models Can Learn Representation in Natural Language ACL 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly Wrong NAACL 2024 Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024 Learning to Rank in Generative Retrieval AAAI 2024 Learning to Retrieve In-Context Examples for Large Language Models EACL 2024 Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024 Legal Case Retrieval: A Survey of the State of the Art ACL 2024 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024 L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024 Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024 Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval NAACL 2024 Linking Judgement Text to Court Hearing Videos: UK Supreme Court as a Case Study COLING 2024 Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024 LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ACL 2024 ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024 LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024