Nov 20, 2022 · We present UnifiedABSA, a general-purpose ABSA framework based on multi-task instruction tuning, which can uniformly model various tasks and capture the inter- ...

Apr 23, 2024 · We present UNIFIEDABSA, a general-purpose ABSA framework based on multi-task instruction tuning, aiming at “one-model-for-all-tasks”.

Extensive experiments on two benchmark datasets show that UnifiedABSA can significantly outperform dedicated models on 11 ABSA tasks and show its superiority in ...

To tackle these issues, we present UNIFIEDABSA, a general-purpose ABSA framework based on multi-task instruction tuning, aiming ... (Single) and UNIFIEDABSA ( ...

Nov 24, 2022 · Zengzhi Wang, Rui Xia, Jianfei Yu: UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning. CoRR abs/2211.10986 (2022).

This paper proposes a unified generative multi-task framework that can solve multiple ABSA tasks by controlling the type of task prompts consisting of multiple ...

UnifiedABSA (multi-task). 42.58, 60.60. UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning. 2022. 6. Extract-Classify. 36.42, 43.77.

Nov 20, 2022 · To tackle these issues, we present UNIFIED-. ABSA, a general-purpose ABSA framework based on multi-task instruction tuning, which can uniformly ...

A general-purpose ABSA framework based on multi-task instruction tuning that can uniformly model various ABSA tasks and capture the inter-task dependency with ...

UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning. Zengzhi Wang, Rui Xia, Jianfei Yu [paper] 2022.11. Unnatural Instructions ...