语言大模型 / LLM - arXivDaily 专题

2201.05302 2022-01-17 cs.CL cs.AI 62%

Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation

Md Faisal Mahbub Chowdhury, Gaetano Rossiello, Michael Glass, Nandana Mihindukulasooriya, Alfio Gliozzo

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

2201.00969 2022-01-05 cs.CV cs.CL cs.LG 62%

Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety

Rajagopal A, Nirmala V, Arun Muthuraj Vedamanickam

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments In Springer Proceedings. International Conference On Big Data, Machine Learning and Applications 2021. http://bigdml.nits.ac.in/

2112.11776 2021-12-23 cs.CL cs.LG 62%

The Importance of the Current Input in Sequence Modeling

Christian Oliva, Luis F. Lago-Fernández

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 11 pages, 2 appendix pages

2109.06827 2021-12-16 cs.CL cs.LG 62%

Types of Out-of-Distribution Texts and How to Detect Them

Udit Arora, William Huang, He He

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments EMNLP 2021

1906.08101 2021-11-29 cs.CL cs.LG 62%

Pre-Training with Whole Word Masking for Chinese BERT

Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 11 pages. Journal extension to arXiv:2004.13922

Journal ref IEEE/ACM Transactions on Audio, Speech, and Language Processing (2021)

2109.08914 2021-11-04 cs.CL cs.LG 62%

Text Detoxification using Large Pre-trained Neural Models

David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to the EMNLP 2021 conference

1908.03265 2021-10-27 cs.LG cs.CL stat.ML 62%

On the Variance of the Adaptive Learning Rate and Beyond

Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments ICLR 2020. Fix several typos in the previous version

2110.10819 2021-10-22 cs.LG cs.AI 62%

Shaking the foundations: delusions in sequence models for interaction and control

Pedro A. Ortega, Markus Kunesch, Grégoire Delétang, Tim Genewein, Jordi Grau-Moya, Joel Veness, Jonas Buchli, Jonas Degrave, Bilal Piot, Julien Perolat, Tom Everitt, Corentin Tallec, Emilio Parisotto, Tom Erez, Yutian Chen, Scott Reed, Marcus Hutter, Nando de Freitas, Shane Legg

专题命中其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments DeepMind Tech Report, 16 pages, 4 figures

2110.03389 2021-10-08 cs.CL cs.AI 62%

Beam Search with Bidirectional Strategies for Neural Response Generation

Pierre Colombo, Chouchang Yang, Giovanna Varni, Chloé Clavel

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

2110.00521 2021-10-04 cs.CL cs.AI 62%

Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens

Saad Hassan, Matt Huenerfauth, Cecilia Ovesdotter Alm

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

2109.10480 2021-09-23 cs.CL cs.AI 62%

DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder

Zhenyu Zhang, Tao Guo, Meng Chen

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

2109.08705 2021-09-21 cs.CL cs.LG 62%

Relating Neural Text Degeneration to Exposure Bias

Ting-Rui Chiang, Yun-Nung Chen

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted by BlackBoxNLP at EMNLP 2021

2109.08306 2021-09-20 cs.CL cs.AI 62%

SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis

Chengxi Li, Feiyu Gao, Jiajun Bu, Lu Xu, Xiang Chen, Yu Gu, Zirui Shao, Qi Zheng, Ningyu Zhang, Yongpan Wang, Zhi Yu

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 7pages, under blind review

2109.07994 2021-09-17 cs.LG cs.CL 62%

KnowMAN: Weakly Supervised Multinomial Adversarial Networks

Luisa März, Ehsaneddin Asgari, Fabienne Braune, Franziska Zimmermann, Benjamin Roth

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 9 pages, 3 figures, 2 tables, accepted to EMNLP 2021

2104.03416 2021-09-14 eess.AS cs.CL cs.LG cs.SD 62%

Pushing the Limits of Non-Autoregressive Speech Recognition

Edwin G. Ng, Chung-Cheng Chiu, Yu Zhang, William Chan

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Proceedings of INTERSPEECH

2109.04762 2021-09-13 cs.CL cs.LG 62%

Dual-State Capsule Networks for Text Classification

Piyumal Demotte, Surangika Ranathunga

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 9 pages

2109.02593 2021-09-07 cs.CL cs.AI 62%

General-Purpose Question-Answering with Macaw

Oyvind Tafjord, Peter Clark

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

2109.01238 2021-09-06 cs.CL cs.AI 62%

An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction

Samuel Mensah, Kai Sun, Nikolaos Aletras

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted at EMNLP 2021

2109.01229 2021-09-06 cs.CL cs.LG 62%

Multimodal Conditionality for Natural Language Generation

Michael Sollami, Aashish Jain

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1905.10617 2021-09-06 cs.LG cs.CL stat.ML 62%

Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?

Tianxing He, Jingzhao Zhang, Zhiming Zhou, James Glass

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Journal ref EMNLP 2021

2109.00729 2021-09-03 cs.CL cs.AI 62%

ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation

Eyup Halit Yilmaz, Cagri Toraman

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 5 pages, 1 figure, conference

2109.00417 2021-09-02 cs.CL cs.AI 62%

Masked Adversarial Generation for Neural Machine Translation

Badr Youbi Idrissi, Stéphane Clinchant

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 5 pages

2109.00074 2021-09-02 cs.CL cs.LG 62%

Effectiveness of Deep Networks in NLP using BiDAF as an example architecture

Soumyendu Sarkar

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

2108.13487 2021-09-01 cs.CL cs.AI 62%

Want To Reduce Labeling Cost? GPT-3 Can Help

Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Findings of EMNLP 2021, 11 pages

2108.12318 2021-08-30 cs.CL cs.LG 62%

CAPE: Context-Aware Private Embeddings for Private Language Learning

Richard Plant, Dimitra Gkatzia, Valerio Giuffrida

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted into EMNLP21 main conference

2108.12156 2021-08-30 cs.CL cs.LG eess.AS 62%

Improving callsign recognition with air-surveillance data in air-traffic communication

Iuliia Nigmatulina, Rudolf Braun, Juan Zuluaga-Gomez, Petr Motlicek

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Submitted to Interspeech 2021

2105.04475 2021-08-30 cs.CL cs.AI 62%

Self-Guided Curriculum Learning for Neural Machine Translation

Lei Zhou, Liang Ding, Kevin Duh, Shinji Watanabe, Ryohei Sasano, Koichi Takeda

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments IWSLT 2021

2108.10764 2021-08-25 cs.CL cs.LG 62%

Regularizing Transformers With Deep Probabilistic Layers

Aurora Cobo Aguilera, Pablo Martínez Olmos, Antonio Artés-Rodríguez, Fernando Pérez-Cruz

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

2108.03305 2021-08-24 cs.CL cs.AI 62%

Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning

Bencheng Wei, Jason Li, Ajay Gupta, Hafiza Umair, Atsu Vovor, Natalie Durzynski

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

2010.12562 2021-07-13 cs.CL cs.LG 62%

On the Transformer Growth for Progressive BERT Training

Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments NAACL 2021

1. 其他LLM 12321 篇

Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation

Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety

The Importance of the Current Input in Sequence Modeling

Types of Out-of-Distribution Texts and How to Detect Them

Pre-Training with Whole Word Masking for Chinese BERT

Text Detoxification using Large Pre-trained Neural Models

On the Variance of the Adaptive Learning Rate and Beyond

Shaking the foundations: delusions in sequence models for interaction and control

Beam Search with Bidirectional Strategies for Neural Response Generation

Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens

DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder

Relating Neural Text Degeneration to Exposure Bias

SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis

KnowMAN: Weakly Supervised Multinomial Adversarial Networks

Pushing the Limits of Non-Autoregressive Speech Recognition

Dual-State Capsule Networks for Text Classification

General-Purpose Question-Answering with Macaw

An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction

Multimodal Conditionality for Natural Language Generation

Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?

ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation

Masked Adversarial Generation for Neural Machine Translation

Effectiveness of Deep Networks in NLP using BiDAF as an example architecture

Want To Reduce Labeling Cost? GPT-3 Can Help

CAPE: Context-Aware Private Embeddings for Private Language Learning

Improving callsign recognition with air-surveillance data in air-traffic communication

Self-Guided Curriculum Learning for Neural Machine Translation

Regularizing Transformers With Deep Probabilistic Layers

Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning

On the Transformer Growth for Progressive BERT Training