语言大模型 / LLM - arXivDaily 专题

2203.10692 2022-03-22 cs.CL 79%

Better Language Model with Hypernym Class Prediction

He Bai, Tong Wang, Alessandro Sordoni, Peng Shi

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

Comments ACL 2022

2203.10315 2022-03-22 cs.CL 79%

Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging

Houquan Zhou, Yang Li, Zhenghua Li, Min Zhang

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

Comments Accept to Findings of ACL 2022

2203.10256 2022-03-22 cs.CL 79%

Dependency-based Mixture Language Models

Zhixian Yang, Xiaojun Wan

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

Comments Accepted to ACL 2022 Main Conference

2101.00036 2022-03-18 cs.CL 79%

KART: Parameterization of Privacy Leakage Scenarios from Pre-trained Language Models

Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

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

2203.08430 2022-03-17 cs.CL 79%

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure

Yuan Chai, Yaobo Liang, Nan Duan

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

Comments ACL 2022

2203.08308 2022-03-17 cs.CL 79%

Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction

Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng

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

Comments ACL 2022. Our code is available at https://github.com/PlusLabNLP/X-Gear

2203.06906 2022-03-15 cs.CL 79%

PERT: Pre-training BERT with Permuted Language Model

Yiming Cui, Ziqing Yang, Ting Liu

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

Comments 14 pages

2202.07894 2022-02-17 cs.CL cs.SD eess.AS 79%

Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers

Yotaro Kubo, Shigeki Karita, Michiel Bacchiani

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

Comments To be presented in ICASSP 2022

2202.04145 2022-02-10 cs.AI cs.IR 79%

Using a Language Model in a Kiosk Recommender System at Fast-Food Restaurants

Eduard Zubchuk, Dmitry Menshikov, Nikolay Mikhaylovskiy

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

2202.03907 2022-02-09 cs.LG 79%

Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models

S. Vethman, A. Adhikari, M. H. T. de Boer, J. A. G. M. van Genabeek, C. J. Veenman

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

Comments 17 pages, 2 figures

2110.02870 2022-02-02 cs.CL cs.SE 79%

Capturing Structural Locality in Non-parametric Language Models

Frank F. Xu, Junxian He, Graham Neubig, Vincent J. Hellendoorn

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

Comments ICLR 2022

2112.00114 2022-01-02 cs.LG cs.NE 79%

Show Your Work: Scratchpads for Intermediate Computation with Language Models

Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari, Henryk Michalewski, Jacob Austin, David Bieber, David Dohan, Aitor Lewkowycz, Maarten Bosma, David Luan, Charles Sutton, Augustus Odena

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

2112.07782 2021-12-16 q-bio.BM cs.LG 79%

Deciphering antibody affinity maturation with language models and weakly supervised learning

Jeffrey A. Ruffolo, Jeffrey J. Gray, Jeremias Sulam

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

Comments Presented at Machine Learning for Structural Biology Workshop, NeurIPS 2021

2110.15704 2021-11-01 cs.CL cs.SD eess.AS 79%

Influence of ASR and Language Model on Alzheimer's Disease Detection

Joan Codina-Filbà, Guillermo Cámbara, Jordi Luque, Mireia Farrús

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

Comments 5 pages. Submitted to Interspeech 2021. arXiv admin note: text overlap with arXiv:2011.09272

2110.08241 2021-10-18 cs.IR cs.CL 79%

Intent-based Product Collections for E-commerce using Pretrained Language Models

Hiun Kim, Jisu Jeong, Kyung-Min Kim, Dongjun Lee, Hyun Dong Lee, Dongpil Seo, Jeeseung Han, Dong Wook Park, Ji Ae Heo, Rak Yeong Kim

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

Comments Accepted to IEEE International Workshop on Data Mining for Service (DMS2021)

2110.02406 2021-10-07 cs.CL 79%

Word Acquisition in Neural Language Models

Tyler A. Chang, Benjamin K. Bergen

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

Comments Accepted to TACL (pre-MIT Press version)

2105.00164 2021-09-29 cs.CL cs.CR 79%

Hidden Backdoors in Human-Centric Language Models

Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu

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

2109.12951 2021-09-28 cs.CL 79%

Pragmatic competence of pre-trained language models through the lens of discourse connectives

Lalchand Pandia, Yan Cong, Allyson Ettinger

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

Comments Accepted at CoNLL 2021

2109.07971 2021-09-17 cs.CL 79%

Do Language Models Know the Way to Rome?

Bastien Liétard, Mostafa Abdou, Anders Søgaard

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

Journal ref BlackboxNLP Workshop 2021

2109.07306 2021-09-16 cs.CL 79%

Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training

Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

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

Comments EMNLP 2021

2109.07152 2021-09-16 cs.CL 79%

Incorporating Residual and Normalization Layers into Analysis of Masked Language Models

Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui

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

Comments 22 pages, accepted to EMNLP 2021 main conference

2109.06074 2021-09-14 cs.CL 79%

On Language Models for Creoles

Heather Lent, Emanuele Bugliarello, Miryam de Lhoneux, Chen Qiu, Anders Søgaard

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

Comments CoNLL 2021

2106.06381 2021-09-14 cs.CL 79%

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment

Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

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

Comments ACL 2021

2109.05256 2021-09-14 cs.CL 79%

Multilingual Translation via Grafting Pre-trained Language Models

Zewei Sun, Mingxuan Wang, Lei Li

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

Comments Accepted in EMNLP 2021 (Findings)

2109.05093 2021-09-14 cs.CL cs.PL 79%

PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

Torsten Scholak, Nathan Schucher, Dzmitry Bahdanau

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

Comments Accepted to EMNLP 2021. 7 pages

2109.01396 2021-09-06 cs.CL 79%

Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT

Elena Voita, Rico Sennrich, Ivan Titov

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

Comments EMNLP 2021

2107.05677 2021-07-14 cs.SD cs.IR cs.LG cs.MM eess.AS 79%

Codified audio language modeling learns useful representations for music information retrieval

Rodrigo Castellon, Chris Donahue, Percy Liang

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

Comments To appear in the proceedings of ISMIR 2021

2104.10809 2021-06-23 cs.CL 79%

Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?

William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith

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

Comments Updated 06/22/21 with substantive changes. Accepted at TACL; pre-MIT Press publication version

2106.06087 2021-06-23 cs.CL 79%

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart Shieber, Tal Linzen, Yonatan Belinkov

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

Comments Accepted to ACL-IJCNLP 2021

2104.10507 2021-06-18 cs.CL cs.SD eess.AS stat.ML 79%

On Sampling-Based Training Criteria for Neural Language Modeling

Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney

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

Comments Accepted at INTERSPEECH 2021

1. 其他LLM 12169 篇

Better Language Model with Hypernym Class Prediction

Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging

Dependency-based Mixture Language Models

KART: Parameterization of Privacy Leakage Scenarios from Pre-trained Language Models

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure

Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction

PERT: Pre-training BERT with Permuted Language Model

Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers

Using a Language Model in a Kiosk Recommender System at Fast-Food Restaurants

Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models

Capturing Structural Locality in Non-parametric Language Models

Show Your Work: Scratchpads for Intermediate Computation with Language Models

Deciphering antibody affinity maturation with language models and weakly supervised learning

Influence of ASR and Language Model on Alzheimer's Disease Detection

Intent-based Product Collections for E-commerce using Pretrained Language Models

Word Acquisition in Neural Language Models

Hidden Backdoors in Human-Centric Language Models

Pragmatic competence of pre-trained language models through the lens of discourse connectives

Do Language Models Know the Way to Rome?

Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training

Incorporating Residual and Normalization Layers into Analysis of Masked Language Models

On Language Models for Creoles

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment

Multilingual Translation via Grafting Pre-trained Language Models

PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT

Codified audio language modeling learns useful representations for music information retrieval

Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

On Sampling-Based Training Criteria for Neural Language Modeling