语言大模型 / LLM

DiffuDetox: A Mixed Diffusion Model for Text Detoxification

Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Zhenwei Tang, Ali Pesaranghader, Manasa Bharadwaj, Scott Sanner

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

Comments 7 pages, 1 figure, ACL findings 2023

Tokenization with Factorized Subword Encoding

David Samuel, Lilja Øvrelid

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

Comments Findings of ACL 2023

Multimodal Audio-textual Architecture for Robust Spoken Language Understanding

Anderson R. Avila, Mehdi Rezagholizadeh, Chao Xing

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

Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure

Ke Liang, Yue Liu, Sihang Zhou, Wenxuan Tu, Yi Wen, Xihong Yang, Xiangjun Dong, Xinwang Liu

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

Comments This work has been accepted by IEEE for publication. Early access in IEEE Transactions on Knowledge and Data Engineering

ImageBind: One Embedding Space To Bind Them All

Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra

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

Comments CVPR 2023 (Highlighted Paper). Website: https://imagebind.metademolab.com/ Code/Models: https://github.com/facebookresearch/ImageBind

Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods

Mengsay Loem, Masahiro Kaneko, Sho Takase, Naoaki Okazaki

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

Comments Accepted in BEA 2023

Comparative Study of Pre-Trained BERT Models for Code-Mixed Hindi-English Data

Aryan Patil, Varad Patwardhan, Abhishek Phaltankar, Gauri Takawane, Raviraj Joshi

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

Comments Accepted at IEEE 8th International Conference for Convergence in Technology

TAGPRIME: A Unified Framework for Relational Structure Extraction

I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng

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

Comments Paper accepted by ACL2023 as a main conference paper. The first two authors contribute equally

Towards human-compatible autonomous car: A study of non-verbal Turing test in automated driving with affective transition modelling

Zhaoning Li, Qiaoli Jiang, Zhengming Wu, Anqi Liu, Haiyan Wu, Miner Huang, Kai Huang, Yixuan Ku

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

Comments 17 pages, 9 figures, 3 tables

Journal ref IEEE Transactions on Affective Computing, 2023

Semantic Structure Enhanced Event Causality Identification

Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Saiping Guan, Jiafeng Guo, Xueqi Cheng

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

Comments Accepted at ACL 2023

Improving Contrastive Learning of Sentence Embeddings from AI Feedback

Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun, Linyang Li, Xipeng Qiu

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

Comments Accepted to Findings of ACL 2023, camera-ready version

Investigating Glyph Phonetic Information for Chinese Spell Checking: What Works and What's Next

Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu

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

Recouple Event Field via Probabilistic Bias for Event Extraction

Xingyu Bai, Taiqiang Wu, Han Guo, Zhe Zhao, Xuefeng Yang, Jiayi Li, Weijie Liu, Qi Ju, Weigang Guo, Yujiu Yang

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

Comments Published in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

ParaLS: Lexical Substitution via Pretrained Paraphraser

Jipeng Qiang, Kang Liu, Yun Li, Yunhao Yuan, Yi Zhu

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

Journal ref ACL 2023

Deep Span Representations for Named Entity Recognition

Enwei Zhu, Yiyang Liu, Jinpeng Li

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

Comments Paper accepted to Findings of ACL 2023

GlyphDiffusion: Text Generation as Image Generation

Junyi Li, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

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

Comments working in progress

Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages

Sonal Sannigrahi, Rachel Bawden

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

Comments EAMT main conference

Conformal Nucleus Sampling

Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger

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

Comments Accepted as a short paper in Findings of ACL23

ChatLLM Network: More brains, More intelligence

Rui Hao, Linmei Hu, Weijian Qi, Qingliu Wu, Yirui Zhang, Liqiang Nie

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

State Spaces Aren't Enough: Machine Translation Needs Attention

Ali Vardasbi, Telmo Pessoa Pires, Robin M. Schmidt, Stephan Peitz

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

Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis

Vithya Yogarajan, Gillian Dobbie, Henry Gouk

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

Comments accepted with invite to present

Journal ref ICLR TinyPaper 2023

Negativity Spreads Faster: A Large-Scale Multilingual Twitter Analysis on the Role of Sentiment in Political Communication

Dimosthenis Antypas, Alun Preece, Jose Camacho-Collados

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

Comments Accepted at "Online Social Networks and Media, Volume 33"; for code and data used see https://github.com/cardiffnlp/politics-and-virality-twitter

Journal ref Online Social Networks and Media, 2023, Volume 33 Online Social Networks and Media

Enhancing Unsupervised Speech Recognition with Diffusion GANs

Xianchao Wu

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

Comments 5 pages, 1 figure, accepted by ICASSP 2023

Disentangling Syntax and Semantics in the Brain with Deep Networks

Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King

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

Comments Accepted to ICML 2021

Journal ref International Conference on Machine Learning (ICML), 2021

Perplexity from PLM Is Unreliable for Evaluating Text Quality

Yequan Wang, Jiawen Deng, Aixin Sun, Xuying Meng

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

Human heuristics for AI-generated language are flawed

Maurice Jakesch, Jeffrey Hancock, Mor Naaman

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

Journal ref Proceedings of the National Academy of Sciences 120, no. 11 (2023): e2208839120

Stylometric Detection of AI-Generated Text in Twitter Timelines

Tharindu Kumarage, Joshua Garland, Amrita Bhattacharjee, Kirill Trapeznikov, Scott Ruston, Huan Liu

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

Cross-Lingual Transfer of Cognitive Processing Complexity

Charlotte Pouw, Nora Hollenstein, Lisa Beinborn

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

Comments Accepted at Findings of EACL 2023

Playing the Werewolf game with artificial intelligence for language understanding

Hisaichi Shibata, Soichiro Miki, Yuta Nakamura

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

Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks

Noam Wies, Yoav Levine, Amnon Shashua

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

Comments ICLR 2023