语言大模型 / LLM - arXivDaily 专题

2308.10370 2023-08-28 cs.CL 79%

cantnlp@LT-EDI-2023: Homophobia/Transphobia Detection in Social Media Comments using Spatio-Temporally Retrained Language Models

Sidney G. -J. Wong, Matthew Durward, Benjamin Adams, Jonathan Dunn

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

2212.10502 2023-08-23 cs.CL cs.FL 79%

A Measure-Theoretic Characterization of Tight Language Models

Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell

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

Comments 25 pages; ACL 2023 camera ready

2308.09482 2023-08-21 q-bio.BM cs.LG 79%

Atom-by-atom protein generation and beyond with language models

Daniel Flam-Shepherd, Kevin Zhu, Alán Aspuru-Guzik

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

2308.09454 2023-08-21 cs.SD cs.CL eess.AS 79%

Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model

Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer

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

Comments 7 pages, 5 figures, 1 table, accepted at the 24th Int. Society for Music Information Retrieval Conf., Milan, Italy, 2023

2211.14946 2023-08-10 cs.LG 79%

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models

Peter Henderson, Eric Mitchell, Christopher D. Manning, Dan Jurafsky, Chelsea Finn

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

Comments v1 Presented at the First Workshop of Pre-training: Perspectives, Pitfalls, and Paths Forward (ICML, 2022) and New Frontiers in Adversarial Machine Learning Workshop (ICML, 2022); v2 Presented at the Sixth AAAI/ACM Conference on AI, Ethics, and Society (AIES, 2023)

2307.10343 2023-07-21 q-bio.GN cs.LG 79%

ProtiGeno: a prokaryotic short gene finder using protein language models

Tony Tu, Gautham Krishna, Amirali Aghazadeh

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

Comments Accepted at the 2023 ICML Workshop on Computational Biology

2305.16243 2023-07-06 cs.CL 79%

Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models

Ehsan Doostmohammadi, Tobias Norlund, Marco Kuhlmann, Richard Johansson

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

2306.16951 2023-06-30 math.AT cs.LG 79%

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula

Kirill Brilliantov, Fedor Pavutnitskiy, Dmitry Pasechnyuk, German Magai

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

Comments 20 pages

2306.10964 2023-06-21 cs.CL 79%

Multilingual Few-Shot Learning via Language Model Retrieval

Genta Indra Winata, Liang-Kang Huang, Soumya Vadlamannati, Yash Chandarana

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

Comments 9 pages

2306.08189 2023-06-16 cs.CL 79%

Language models are not naysayers: An analysis of language models on negation benchmarks

Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, Trevor Cohn

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

2305.03445 2023-06-16 cs.CL 79%

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models

Philipp Wicke

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

Comments ACL 2023 Findings

2306.02982 2023-06-14 cs.CL eess.AS 79%

PolyVoice: Language Models for Speech to Speech Translation

Qianqian Dong, Zhiying Huang, Qiao Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang

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

2306.07185 2023-06-13 cs.CL 79%

The Effect of Masking Strategies on Knowledge Retention by Language Models

Jonas Wallat, Tianyi Zhang, Avishek Anand

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

Comments 6 pages ACL format

2306.05969 2023-06-12 cs.CL 79%

Language Models Can Learn Exceptions to Syntactic Rules

Cara Su-Yi Leong, Tal Linzen

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

Comments Accepted to SCiL 2023

2306.02254 2023-06-07 cs.CL 79%

A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models

Hyunwoong Ko, Kichang Yang, Minho Ryu, Taekyoon Choi, Seungmu Yang, Jiwung Hyun, Sungho Park, Kyubyong Park

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

2306.02579 2023-06-06 cs.CL cs.SD eess.AS 79%

Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model

Hoyeon Lee, Hyun-Wook Yoon, Jong-Hwan Kim, Jae-Min Kim

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

Comments Accepted by INTERSPEECH 2023

2211.07733 2023-06-02 cs.CL 79%

Speaking Multiple Languages Affects the Moral Bias of Language Models

Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting

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

Comments To appear in ACL Findings 2023

2305.12676 2023-05-30 cs.CL 79%

Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition

Hong Liu, Zhaobiao Lv, Zhijian Ou, Wenbo Zhao, Qing Xiao

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

Comments Accepted into INTERSPEECH 2023

2305.17440 2023-05-30 cs.CL 79%

Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making

Xuanjie Fang, Sijie Cheng, Yang Liu, Wei Wang

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

2305.17304 2023-05-30 cs.CL 79%

External Language Model Integration for Factorized Neural Transducers

Michael Levit, Sarangarajan Parthasarathy, Cem Aksoylar, Mohammad Sadegh Rasooli, Shuangyu Chang

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

2301.09152 2023-05-30 cs.LG 79%

Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data

Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang

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

Comments Accepted by IJCAI'23 (32nd International Joint Conference on Artificial Intelligence)

2305.15743 2023-05-26 cs.AI 79%

TransWorldNG: Traffic Simulation via Foundation Model

Ding Wang, Xuhong Wang, Liang Chen, Shengyue Yao, Ming Jing, Honghai Li, Li Li, Shiqiang Bao, Fei-Yue Wang, Yilun Lin

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

2305.15501 2023-05-26 cs.CL 79%

Deriving Language Models from Masked Language Models

Lucas Torroba Hennigen, Yoon Kim

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

Comments Accepted to ACL 2023

2004.05067 2023-05-26 cs.CL 79%

Overestimation of Syntactic Representationin Neural Language Models

Jordan Kodner, Nitish Gupta

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

Comments Accepted for publication at ACL 2020

Journal ref https://aclanthology.org/2020.acl-main.160

2305.14936 2023-05-25 cs.CL 79%

Trade-Offs Between Fairness and Privacy in Language Modeling

Cleo Matzken, Steffen Eger, Ivan Habernal

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

Comments Findings of ACL 2023

2301.12652 2023-05-25 cs.CL 79%

REPLUG: Retrieval-Augmented Black-Box Language Models

Weijia Shi, Sewon Min, Michihiro Yasunaga, Minjoon Seo, Rich James, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih

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

2212.10559 2023-05-16 cs.CL 79%

Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers

Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu Wei

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

Comments Accepted to ACL 2023 findings

2305.07839 2023-05-16 cs.CL 79%

The Geometry of Multilingual Language Models: An Equality Lens

Cheril Shah, Yashashree Chandak, Manan Suri

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

Comments 8 pages, 6 figues, 1st ICLR TinyPapers

2305.06615 2023-05-12 cs.CL 79%

Autocorrelations Decay in Texts and Applicability Limits of Language Models

Nikolay Mikhaylovskiy, Ilya Churilov

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

Comments Accepted to Dialog-2023

2305.03530 2023-05-12 cs.SD cs.LG eess.AS 79%

Exploring Softly Masked Language Modelling for Controllable Symbolic Music Generation

Nicolas Jonason, Bob L. T. Sturm

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

Comments Version 1.1

1. 其他LLM 12169 篇

cantnlp@LT-EDI-2023: Homophobia/Transphobia Detection in Social Media Comments using Spatio-Temporally Retrained Language Models

A Measure-Theoretic Characterization of Tight Language Models

Atom-by-atom protein generation and beyond with language models

Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models

ProtiGeno: a prokaryotic short gene finder using protein language models

Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula

Multilingual Few-Shot Learning via Language Model Retrieval

Language models are not naysayers: An analysis of language models on negation benchmarks

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models

PolyVoice: Language Models for Speech to Speech Translation

The Effect of Masking Strategies on Knowledge Retention by Language Models

Language Models Can Learn Exceptions to Syntactic Rules

A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models

Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model

Speaking Multiple Languages Affects the Moral Bias of Language Models

Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition

Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making

External Language Model Integration for Factorized Neural Transducers

Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data

TransWorldNG: Traffic Simulation via Foundation Model

Deriving Language Models from Masked Language Models

Overestimation of Syntactic Representationin Neural Language Models

Trade-Offs Between Fairness and Privacy in Language Modeling

REPLUG: Retrieval-Augmented Black-Box Language Models

Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers

The Geometry of Multilingual Language Models: An Equality Lens

Autocorrelations Decay in Texts and Applicability Limits of Language Models

Exploring Softly Masked Language Modelling for Controllable Symbolic Music Generation