语言大模型 / LLM - arXivDaily 专题

2209.00154 2022-09-02 cs.CL 79%

Contextualized language models for semantic change detection: lessons learned

Andrey Kutuzov, Erik Velldal, Lilja Øvrelid

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

Journal ref Northern European Journal of Language Technology (NEJLT). ISSN 2000-1533. 8(1)

2208.06946 2022-08-24 cs.AI cs.CR 79%

Targeted Honeyword Generation with Language Models

Fangyi Yu, Miguel Vargas Martin

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

Comments 8 pages, 7 tables, 2 figures

2206.10112 2022-08-04 cs.CR cs.CL 79%

General Framework for Reversible Data Hiding in Texts Based on Masked Language Modeling

Xiaoyan Zheng, Yurun Fang, Hanzhou Wu

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

Comments https://scholar.google.com/citations?user=IdiF7M0AAAAJ&hl=en

Journal ref IEEE International Workshop on Multimedia Signal Processing (2022)

2110.04878 2022-07-27 cs.CL 79%

Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention

Yuan-Ching Lin, Jinwen Ma

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

2108.12944 2022-07-19 cs.CL cs.CR 79%

Selective Differential Privacy for Language Modeling

Weiyan Shi, Aiqi Cui, Evan Li, Ruoxi Jia, Zhou Yu

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

Comments NAACL 2022

2207.07646 2022-07-18 cs.CV cs.LG 79%

Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models

Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge Belongie, Yin Cui

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

2206.14623 2022-06-30 eess.AS cs.AI 79%

Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems

Jesús Andrés-Ferrer, Dario Albesano, Puming Zhan, Paul Vozila

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

Comments Interspeech 2021 (draft)

Journal ref Interspeech 2021

2206.13517 2022-06-29 cs.LG q-bio.QM 79%

ProGen2: Exploring the Boundaries of Protein Language Models

Erik Nijkamp, Jeffrey Ruffolo, Eli N. Weinstein, Nikhil Naik, Ali Madani

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

2206.11684 2022-06-24 cs.CL 79%

Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models

Yang Trista Cao, Anna Sotnikova, Hal Daumé, Rachel Rudinger, Linda Zou

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

2111.06310 2022-06-20 cs.CL cs.SD eess.AS 79%

Self-Normalized Importance Sampling for Neural Language Modeling

Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney

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

Comments Accepted at INTERSPEECH 2022

2206.04980 2022-06-13 cs.CL 79%

Unsupervised and Few-shot Parsing from Pretrained Language Models

Zhiyuan Zeng, Deyi Xiong

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

Comments Published in Artificial Intelligence

Journal ref Artificial Intelligence, Volume 305, April 2022, 103665

1902.10630 2022-06-06 cs.LG cs.NE 79%

Alternating Synthetic and Real Gradients for Neural Language Modeling

Fangxin Shang, Hao Zhang

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

Comments renew the ideas

2104.08666 2022-05-23 cs.CL 79%

Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models

Tejas Srinivasan, Yonatan Bisk

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

Comments Accepted to 4th Workshop on Gender Bias in Natural Language Processing, NAACL 2022

2205.07634 2022-05-17 cs.CL 79%

A Precis of Language Models are not Models of Language

Csaba Veres

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

2205.06910 2022-05-17 cs.CL 79%

A Property Induction Framework for Neural Language Models

Kanishka Misra, Julia Taylor Rayz, Allyson Ettinger

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

Comments CogSci 2022 camera ready version, with hyperref-compatible citations. Code and Supplemental Material can be found in https://github.com/kanishkamisra/lm-induction

2205.06644 2022-05-16 cs.CL 79%

Controlling Translation Formality Using Pre-trained Multilingual Language Models

Elijah Rippeth, Sweta Agrawal, Marine Carpuat

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

Comments 9 pages, 2 figures, IWSLT22 camera-ready (system paper @ ACL-IWSLT Shared Task on Formality Control for Spoken Language Translation)

2205.06149 2022-05-13 cs.CL 79%

Is the Computation of Abstract Sameness Relations Human-Like in Neural Language Models?

Lukas Thoma, Benjamin Roth

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

2205.05296 2022-05-12 cs.LG 79%

Subspace Learning Machine (SLM): Methodology and Performance

Hongyu Fu, Yijing Yang, Vinod K. Mishra, C. -C. Jay Kuo

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

2104.12250 2022-05-12 cs.CL 79%

XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond

Francesco Barbieri, Luis Espinosa Anke, Jose Camacho-Collados

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

Comments LREC 2022. Code and data available at https://github.com/cardiffnlp/xlm-t

2204.10281 2022-05-04 cs.CL 79%

How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns

Stephanie Brandl, Ruixiang Cui, Anders Søgaard

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

Comments To appear at NAACL 2022

2204.13309 2022-04-29 cs.CL 79%

Improving robustness of language models from a geometry-aware perspective

Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan

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

Comments accepted at Findings of ACL 2022

2204.11134 2022-04-26 cs.RO cs.AI 79%

Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?

Yuchen Cui, Scott Niekum, Abhinav Gupta, Vikash Kumar, Aravind Rajeswaran

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

Comments 30 pages with appendix, published as a conference paper at L4DC 2022

2204.07483 2022-04-21 cs.CL cs.CY 79%

Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models

Philip Feldman, Aaron Dant, James R. Foulds, Shemei Pan

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

Comments 10 pages, 9 figures, 7 tables

2204.08644 2022-04-20 cs.CL 79%

Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion

Shunsuke Kando, Hiroshi Noji, Yusuke Miyao

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

Comments To appear in the 6th ACL Workshop on Structured Prediction for NLP (SPNLP)

2106.16138 2022-04-20 cs.CL 79%

XLM-E: Cross-lingual Language Model Pre-training via ELECTRA

Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei

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

Comments ACL-2022

2204.07746 2022-04-19 cs.CL 79%

Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models

Keigo Takahashi, Danushka Bollegala

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

2204.06145 2022-04-14 cs.CL 79%

HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection

Zheng Chu, Ziqing Yang, Yiming Cui, Zhigang Chen, Ming Liu

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

Comments 6 pages; SemEval-2022 Task 2

2204.05717 2022-04-13 cs.CL 79%

Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change

Mario Giulianelli, Andrey Kutuzov, Lidia Pivovarova

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

Comments 3rd International Workshop on Computational Approaches to Historical Language Change 2022 (LChange'22)

2203.16747 2022-04-01 cs.CL 79%

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis

Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu

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

Comments Accepted at Findings of ACL 2022

2203.15917 2022-03-31 cs.CL 79%

Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization

Evelina Bakhturina, Yang Zhang, Boris Ginsburg

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

1. 其他LLM 12169 篇

Contextualized language models for semantic change detection: lessons learned

Targeted Honeyword Generation with Language Models

General Framework for Reversible Data Hiding in Texts Based on Masked Language Modeling

Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention

Selective Differential Privacy for Language Modeling

Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models

Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems

ProGen2: Exploring the Boundaries of Protein Language Models

Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models

Self-Normalized Importance Sampling for Neural Language Modeling

Unsupervised and Few-shot Parsing from Pretrained Language Models

Alternating Synthetic and Real Gradients for Neural Language Modeling

Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models

A Precis of Language Models are not Models of Language

A Property Induction Framework for Neural Language Models

Controlling Translation Formality Using Pre-trained Multilingual Language Models

Is the Computation of Abstract Sameness Relations Human-Like in Neural Language Models?

Subspace Learning Machine (SLM): Methodology and Performance

XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond

How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns

Improving robustness of language models from a geometry-aware perspective

Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?

Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models

Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion

XLM-E: Cross-lingual Language Model Pre-training via ELECTRA

Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models

HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection

Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis

Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization