conftrace_

knowledge-intensive task

42 papers

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Also known as

KIT

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) question answering (2963) language model (4599) information retrieval (1514) open-domain question answering (176) commonsense reasoning (506) external knowledge (167) pretrained language model (1030) dialogue system (1667)

Papers

KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators EMNLP 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023
Knowledge Rumination for Pre-trained Language Models EMNLP 2023
The Web Can Be Your Oyster for Improving Language Models ACL 2023
Autoregressive Search Engines: Generating Substrings as Document Identifiers NIPS 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022
Retrieval-augmented Generation across Heterogeneous Knowledge NAACL 2022
Improving Language Models by Retrieving from Trillions of Tokens ICML 2022
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021
ReadTwice: Reading Very Large Documents with Memories NAACL 2021
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020