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| # ICASSP-2024-Papers | ||
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| <table> | ||
| <tr> | ||
| <td><strong>Application</strong></td> | ||
| <td> | ||
| <a href="https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers" style="float:left;"> | ||
| <img src="https://img.shields.io/badge/🤗-NewEraAI--Papers-FFD21F.svg" alt="App" /> | ||
| </a> | ||
| </td> | ||
| </tr> | ||
| <tr> | ||
| <td><strong>Previous Collections</strong></td> | ||
| <td> | ||
| <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/README_2023.md"> | ||
| <img src="http://img.shields.io/badge/ICASSP-2023-0073AE.svg" alt="Conference"> | ||
| </a> | ||
| </td> | ||
| </tr> | ||
| </table> | ||
|
|
||
| <div align="center"> | ||
| <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/AASP-P1.md"> | ||
| <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/left.svg" width="40" alt="" /> | ||
| </a> | ||
| <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/"> | ||
| <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/home.svg" width="40" alt="" /> | ||
| </a> | ||
| <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/BISP-P1.md"> | ||
| <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/right.svg" width="40" alt="" /> | ||
| </a> | ||
| </div> | ||
|
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| ## Language Understanding and Computational Semantics - NLP Tasks | ||
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|     | ||
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| | **Title** | **Repo** | **Paper** | **Video** | | ||
| |-----------|:--------:|:---------:|:---------:| | ||
| | SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447915) <br /> [](https://arxiv.org/abs/2306.16176) | :heavy_minus_sign: | | ||
| | Temporal Knowledge Graph Embedding using Householder Transformations | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447572) | :heavy_minus_sign: | | ||
| | An Empirical Investigation of Domain Adaptation Ability for Chinese Spelling Check Models | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448189) <br /> [](https://arxiv.org/abs/2401.14630) | :heavy_minus_sign: | | ||
| | MSFR: Stance Detection based on Multi-Aspect Semantic Feature Representation via Hierarchical Contrastive Learning | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446704) | :heavy_minus_sign: | | ||
| | Anchor-Guided GAN with Contrastive Loss for Low-Resource Out-of-Domain Detection | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447254) | :heavy_minus_sign: | | ||
| | Joint End-to-End Spoken Language Understanding and Automatic Speech Recognition Training based on Unified Speech-to-Text Pre-Training | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447509) | :heavy_minus_sign: | | ||
| | Semantics Driven Multi-View Knowledge Graph Embedding for Cross-Lingual Entity Alignment | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446628) | :heavy_minus_sign: | | ||
| | JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention | [](https://github.com/VinAIResearch/JPIS) | [](https://ieeexplore.ieee.org/document/10446353) <br /> [](https://arxiv.org/abs/2312.08737) | :heavy_minus_sign: | | ||
| | Nuclear-Norm Maximization for Low-Rank Updates | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448410) | :heavy_minus_sign: | | ||
| | Retrieval Augmented End-to-End Spoken Dialog Models | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447448) <br /> [](https://arxiv.org/abs/2402.01828) | :heavy_minus_sign: | | ||
| | Unsupervised Learning of Neural Semantic Mappings with the Hungarian Algorithm for Compositional Semantics | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448029) | :heavy_minus_sign: | | ||
| | Context-Guided and Syntactic Augmented Dual Graph Convolutional Network for Aspect-based Sentiment Analysis | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448386) | :heavy_minus_sign: | | ||
| | Learning Semantic Information from Raw Audio Signal using Both Contextual and Phonetic Representations | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10445745) <br /> [](https://arxiv.org/abs/2402.01298) | :heavy_minus_sign: | | ||
| | SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448210) <br /> [](https://arxiv.org/abs/2401.13463) | :heavy_minus_sign: | | ||
| | Type-Aware Decoding via Explicitly Aggregating Event Information for Document-Level Event Extraction | [](https://github.com/GangZhao98/SEA) | [](https://ieeexplore.ieee.org/document/10447478) <br /> [](https://arxiv.org/abs/2310.10487) | :heavy_minus_sign: | | ||
| | Improving Long Text Understanding with Knowledge Distilled from Summarization Model | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448039) | :heavy_minus_sign: | | ||
| | KeNet: Knowledge-Enhanced DOC-Label Attention Network for Multi-Label Text Classification | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447643) <br /> [](https://arxiv.org/abs/2403.01767) | :heavy_minus_sign: | | ||
| | Label Dependencies-Aware Set Prediction Networks for Multi-Label Text Classification | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447036) <br /> [](https://arxiv.org/abs/2304.07022) | :heavy_minus_sign: | | ||
| | CDUMA: An Adaptive Approach for Mitigating Confounder for MCQA | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446341) | :heavy_minus_sign: | | ||
| | A Soft Contrastive Learning-based Prompt Model for Few-Shot Sentiment Analysis | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446983) | :heavy_minus_sign: | | ||
| | A Novel Cascade Instruction Tuning Method for Biomedical NER | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446885) | :heavy_minus_sign: | | ||
| | Adaptive Data Augmentation for Aspect Sentiment Quad Prediction | [](https://github.com/WYRipple/ADA) | [](https://ieeexplore.ieee.org/document/10447700) <br /> [](https://arxiv.org/abs/2401.06394) | :heavy_minus_sign: | | ||
| | Incomplete Observations Bias Suppression for Abductive Natural Language Inference | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447052) | :heavy_minus_sign: | | ||
| | Sorting, Reasoning, and Extraction: An Easy-to-Hard Reasoning Framework for Document-Level Event Argument Extraction | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446551) | :heavy_minus_sign: | | ||
| | An Adapter-based Unified Model for Multiple Spoken Language Processing Tasks | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448240) | :heavy_minus_sign: | | ||
| | Unleashing Trigger-Free Event Detection: Revealing Event Correlations via a Contrastive Derangement Framework | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10448190) | :heavy_minus_sign: | | ||
| | Inversive-Reasoning Augmentation for Natural Language Inference | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447828) | :heavy_minus_sign: | | ||
| | Improving Chinese Spelling Correction with Text-Phonetics Differentiation and Adaptive Fusion | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447079) | :heavy_minus_sign: | | ||
| | A Prompt-based Method with Multi-View Optimization for Open Relation Extraction | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10447886) | :heavy_minus_sign: | | ||
| | Decoupling and Refilling: A Simple Data Augmentation Method for Aspect Term Extraction | :heavy_minus_sign: | [](https://ieeexplore.ieee.org/document/10446120) | :heavy_minus_sign: | |