语言大模型 / LLM - arXivDaily 专题

2302.06690 2023-02-15 cs.CL cs.LG 62%

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers

Jaeyoung Kim, Dongbin Na, Sungchul Choi, Sungbin Lim

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

2302.03499 2023-02-08 cs.CL cs.AI cs.PL 62%

Exploring Data Augmentation for Code Generation Tasks

Pinzhen Chen, Gerasimos Lampouras

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

Comments Findings of EACL 2023

2301.09642 2023-01-25 q-bio.QM cs.AI cs.LG 62%

DiffSDS: A language diffusion model for protein backbone inpainting under geometric conditions and constraints

Zhangyang Gao, Cheng Tan, Stan Z. Li

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

2301.06606 2023-01-18 cs.CL cs.CY cs.LG cs.SI 62%

PromptShots at the FinNLP-2022 ERAI Tasks: Pairwise Comparison and Unsupervised Ranking

Peratham Wiriyathammabhum

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

Comments EMNLP workshop 2022 SharedTask report. FinNLP 2022. 1st placed in MPP unsupervised ranking. 3rd placed in ML pairwise ranking

2301.04248 2023-01-12 cs.CL cs.LG cs.SI 62%

Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context

Liam Hebert, Lukasz Golab, Robin Cohen

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

Comments Accepted and Presented at WI-IAT 22

2212.09376 2022-12-20 cs.CL cs.IR cs.LG 62%

Enriching Relation Extraction with OpenIE

Alessandro Temperoni, Maria Biryukov, Martin Theobald

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

2212.09155 2022-12-20 cs.LG cs.AI 62%

Estimating the Adversarial Robustness of Attributions in Text with Transformers

Adam Ivankay, Mattia Rigotti, Ivan Girardi, Chiara Marchiori, Pascal Frossard

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

2211.15089 2022-12-16 cs.CL cs.LG 62%

Continuous diffusion for categorical data

Sander Dieleman, Laurent Sartran, Arman Roshannai, Nikolay Savinov, Yaroslav Ganin, Pierre H. Richemond, Arnaud Doucet, Robin Strudel, Chris Dyer, Conor Durkan, Curtis Hawthorne, Rémi Leblond, Will Grathwohl, Jonas Adler

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

Comments 26 pages, 8 figures; corrections and additional information about hyperparameters

2212.01933 2022-12-06 cs.CL cs.LG 62%

Applying Multilingual Models to Question Answering (QA)

Ayrton San Joaquin, Filip Skubacz

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

2210.13952 2022-11-23 cs.CL cs.AI cs.IR 62%

KnowGL: Knowledge Generation and Linking from Text

Gaetano Rossiello, Md Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya, Owen Cornec, Alfio Massimiliano Gliozzo

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

Comments AAAI-23 Demo Track

2203.08481 2022-11-18 cs.CV cs.AI cs.CL 62%

Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

Haojun Jiang, Yuanze Lin, Dongchen Han, Shiji Song, Gao Huang

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

Comments Accepted by CVPR2022

2205.07276 2022-11-14 cs.CL cs.LG 62%

Classifiers are Better Experts for Controllable Text Generation

Askhat Sitdikov, Nikita Balagansky, Daniil Gavrilov, Alexander Markov

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

2211.04427 2022-11-09 cs.CL cs.LG cs.NE 62%

Word Order Matters when you Increase Masking

Karim Lasri, Alessandro Lenci, Thierry Poibeau

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

Comments Accepted at EMNLP 2022 (main conference)

2211.02878 2022-11-08 cs.CL cs.CR cs.LG 62%

Textual Manifold-based Defense Against Natural Language Adversarial Examples

Dang Minh Nguyen, Luu Anh Tuan

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

2211.03152 2022-11-08 cs.CL cs.AI 62%

Noisy Channel for Automatic Text Simplification

Oscar M Cumbicus-Pineda, Iker Gutiérrez-Fandiño, Itziar Gonzalez-Dios, Aitor Soroa

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

Comments 8 pages

2211.00688 2022-11-03 cs.AI cs.CL 62%

Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions

Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre Côté, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, Ahmed Awadallah, Aleksandr Panov, Mikhail Burtsev, Julia Kiseleva

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

Comments 6 pages, 3 figures

2210.14712 2022-10-27 cs.CL cs.AI 62%

Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks

Colin Leong, Joshua Nemecek, Jacob Mansdorfer, Anna Filighera, Abraham Owodunni, Daniel Whitenack

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

Comments 14 pages, 1 figure, 3 tables, accepted to and presented at EMNLP 2022

Journal ref EMNLP 2022

2210.12925 2022-10-25 cs.CL cs.AI 62%

TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases

Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin

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

2210.12112 2022-10-24 cs.CV cs.AI cs.CL 62%

Describing Sets of Images with Textual-PCA

Oded Hupert, Idan Schwartz, Lior Wolf

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

Comments Accepted to Findings of EMNLP'22

2210.10817 2022-10-21 cs.CL cs.AI 62%

A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition

Darcey Riley, David Chiang

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

Comments Accepted for publication at BlackboxNLP 2022

2210.08444 2022-10-18 cs.CL cs.LG stat.ML 62%

Model Criticism for Long-Form Text Generation

Yuntian Deng, Volodymyr Kuleshov, Alexander M. Rush

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

Comments EMNLP 2022

2208.08749 2022-10-12 cs.CL cs.AI 62%

Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training

Xia Zeng, Arkaitz Zubiaga

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

2210.03915 2022-10-11 cs.CL cs.LG 62%

Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding

Haoming Jiang, Tianyu Cao, Zheng Li, Chen Luo, Xianfeng Tang, Qingyu Yin, Danqing Zhang, Rahul Goutam, Bing Yin

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

2209.14981 2022-10-07 cs.LG cs.AI stat.ML 62%

Stop Wasting My Time! Saving Days of ImageNet and BERT Training with Latest Weight Averaging

Jean Kaddour

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

2209.12786 2022-09-27 cs.CL cs.AI 62%

Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour

Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier

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

Comments AACL 2022

2203.11364 2022-09-23 cs.CL cs.LG 62%

An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels

Taylor Sorensen, Joshua Robinson, Christopher Michael Rytting, Alexander Glenn Shaw, Kyle Jeffrey Rogers, Alexia Pauline Delorey, Mahmoud Khalil, Nancy Fulda, David Wingate

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

2104.07456 2022-09-16 cs.CL cs.AI 62%

Effect of Post-processing on Contextualized Word Representations

Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani

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

Comments COLING 2022

2209.06583 2022-09-15 cs.IR cs.AI cs.CL 62%

Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?

Jiawen Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Zikai Guo, Zhaoye Fei, Ruofei Lai, Yongkang Wu, Zhao Cao, Zhicheng Dou

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

Comments work in progress

2207.00118 2022-09-07 cs.LG cs.AI cs.CV 62%

ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State

Xinshao Wang, Yang Hua, Elyor Kodirov, Sankha Subhra Mukherjee, David A. Clifton, Neil M. Robertson

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

Comments To ease the reading, a summary of changes is put in the beginning. Our source code is available at https://github.com/XinshaoAmosWang/ProSelfLC-AT

2208.04135 2022-08-09 cs.CV cs.CL cs.CR cs.LG 62%

Adversarial Attacks on Image Generation With Made-Up Words

Raphaël Millière

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

1. 其他LLM 12320 篇

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers

Exploring Data Augmentation for Code Generation Tasks

DiffSDS: A language diffusion model for protein backbone inpainting under geometric conditions and constraints

PromptShots at the FinNLP-2022 ERAI Tasks: Pairwise Comparison and Unsupervised Ranking

Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context

Enriching Relation Extraction with OpenIE

Estimating the Adversarial Robustness of Attributions in Text with Transformers

Continuous diffusion for categorical data

Applying Multilingual Models to Question Answering (QA)

KnowGL: Knowledge Generation and Linking from Text

Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

Classifiers are Better Experts for Controllable Text Generation

Word Order Matters when you Increase Masking

Textual Manifold-based Defense Against Natural Language Adversarial Examples

Noisy Channel for Automatic Text Simplification

Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions

Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks

TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases

Describing Sets of Images with Textual-PCA

A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition

Model Criticism for Long-Form Text Generation

Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training

Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding

Stop Wasting My Time! Saving Days of ImageNet and BERT Training with Latest Weight Averaging

Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour

An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels

Effect of Post-processing on Contextualized Word Representations

Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?

ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State

Adversarial Attacks on Image Generation With Made-Up Words