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08/22/2023
HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge
The semantic parsing-based method is an important research branch for kn...
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06/16/2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
High-quality data is essential for conversational recommendation systems...
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11/27/2022
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation
Recently, the contrastive language-image pre-training, e.g., CLIP, has d...
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11/10/2022
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking
Dialogue state tracking (DST) aims to convert the dialogue history into ...
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10/19/2022
MuGER^2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering
Hybrid question answering (HQA) aims to answer questions over heterogene...
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10/17/2022
Mars: Semantic-aware Contrastive Learning for End-to-End Task-Oriented Dialog
Traditional end-to-end task-oriented dialog systems first convert dialog...
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10/15/2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation
Question answering requiring discrete reasoning, e.g., arithmetic comput...
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10/11/2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking
Few-shot dialogue state tracking (DST) is a realistic problem that train...
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08/26/2022
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL
This study investigates the task of knowledge-based question generation ...
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08/01/2022
Composable Text Control Operations in Latent Space with Ordinary Differential Equations
Real-world text applications often involve composing a wide range of tex...
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05/05/2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog
A typical end-to-end task-oriented dialog system transfers context into ...
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08/18/2021
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension
Reasoning machine reading comprehension (R-MRC) aims to answer complex q...
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06/02/2021
RevCore: Review-augmented Conversational Recommendation
Existing conversational recommendation (CR) systems usually suffer from ...
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10/21/2020
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training
This paper aims to enhance the few-shot relation classification especial...
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05/29/2018
Table-to-Text: Describing Table Region with Natural Language
In this paper, we present a generative model to generate a natural langu...
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06/08/2017