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出品 | 深度學(xué)習(xí)這件小事公眾號(hào)

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?? 自然語(yǔ)言處理（11月5日更新版）?

[1] Reducing the impact of out of vocabulary words in the translation of natural language questions into SPARQL queries

作者 | Manuel A. Borroto Santana, Francesco Ricca, Bernardo Cuteri

鏈接 | https://arxiv.org/abs/2111.03000?

備注 | 17 pages, 2 figures. This work constitutes a draft pending submission to a journal

[2] Unsupervised and Distributional Detection of Machine-Generated Text

作者 | Matthias Gallé, Jos Rozen, Germán Kruszewski, Hady Elsahar

鏈接 | https://arxiv.org/abs/2111.02878?

備注 | 10 pages

[3] A text autoencoder from transformer for fast encoding language representation

作者 | Tan Huang

鏈接 | https://arxiv.org/abs/2111.02844?

備注 | 8 pages, 8 figures. arXiv admin note: text overlap with arXiv:2004.08097 by other authors

[4] Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models

作者 | Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li

鏈接 | https://arxiv.org/abs/2111.02840?

備注 | Oral Presentation in NeurIPS 2021 (Datasets and Benchmarks Track). 24 pages, 4 figures, 12 tables

[5] Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel

作者 | Kevin Eloff, Arnu Pretorius, Okko R?s?nen, Herman A. Engelbrecht, Herman Kamper

鏈接 | https://arxiv.org/abs/2111.02827?

備注 | 12 pages, 6 figures, 3 tables; under review as a conference paper at ICLR 2022

[6] Medicines Question Answering System, MeQA

作者 | Jesús Santamaría

鏈接 | https://arxiv.org/abs/2111.02760?

[7] A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding

作者 | Yingzhi Wang, Abdelmoumene Boumadane, Abdelwahab Heba

鏈接 | https://arxiv.org/abs/2111.02735?

備注 | 5 pages, 2 figures

[8] CoreLM: Coreference-aware Language Model Fine-Tuning

作者 | Nikolaos Stylianou, Ioannis Vlahavas

鏈接 | https://arxiv.org/abs/2111.02687?

備注 | 12 pages, 2 figures, Accepted at Fourth Workshop on Computational Models of Reference, Anaphora and Coreference

[9] Response Generation with Context-Aware Prompt Learning

作者 | Xiaodong Gu, Kang Min Yoo, Sang-Woo Lee

鏈接 | https://arxiv.org/abs/2111.02643?

[10] Lexically Aware Semi-Supervised Learning for OCR Post-Correction

作者 | Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig

鏈接 | https://arxiv.org/abs/2111.02622?

備注 | Accepted to the Transactions of the Association for Computational Linguistics (TACL)

[11] On Semantic Cognition, Inductive Generalization, and Language Models

作者 | Kanishka Misra

鏈接 | https://arxiv.org/abs/2111.02603?

備注 | Accepted at AAAI 2022 Doctoral Consortium

[12] Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues

作者 | Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica S. Lam

鏈接 | https://arxiv.org/abs/2111.02574?

備注 | 12 pages, 2 figures

[13] CLUES: Few-Shot Learning Evaluation in Natural Language Understanding

作者 | Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao

鏈接 | https://arxiv.org/abs/2111.02570?

備注 | NeurIPS 2021 Datasets and Benchmarks Track

[14] Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot

作者 | Juraj Juraska, Kevin K. Bowden, Lena Reed, Vrindavan Harrison, Wen Cui, Omkar Patil, Rishi Rajasekaran, Angela Ramirez, Cecilia Li, Eduardo Zamora, Phillip Lee, Jeshwanth Bheemanpally, Rohan Pandey, Adwait Ratnaparkhi, Marilyn Walker

鏈接 | https://arxiv.org/abs/2111.02519?

備注 | Accepted to EMNLP 2021 System Demonstrations

[15] Benchmarking Multimodal AutoML for Tabular Data with Text Fields

作者 | Xingjian Shi, Jonas Mueller, Nick Erickson, Mu Li, Alexander J. Smola

鏈接 | https://arxiv.org/abs/2111.02705?

備注 | Proceedings of the Neural Information Processing Systems (NeurIPS) Track on Datasets and Benchmarks 2021

[16] Voice Conversion Can Improve ASR in Very Low-Resource Settings

作者 | Matthew Baas, Herman Kamper

鏈接 | https://arxiv.org/abs/2111.02674?

備注 | 5 page, 4 tables, 2 figures. Submitted to ICASSP 2022

[17] Speech recognition for air traffic control via feature learning and end-to-end training

作者 | Peng Fan, Dongyue Guo, Yi Lin, Bo Yang, Jianwei Zhang

鏈接 | https://arxiv.org/abs/2111.02654?

備注 | Submitted to IEEE ICASSP 2022

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