语言大模型 / LLM

Weight subcloning: direct initialization of transformers using larger pretrained ones

Mohammad Samragh, Mehrdad Farajtabar, Sachin Mehta, Raviteja Vemulapalli, Fartash Faghri, Devang Naik, Oncel Tuzel, Mohammad Rastegari

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

GTA: Gated Toxicity Avoidance for LM Performance Preservation

Heegyu Kim, Hyunsouk Cho

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

Comments Accepted to Findings of EMNLP 2023

Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit

Blake Bordelon, Lorenzo Noci, Mufan Bill Li, Boris Hanin, Cengiz Pehlevan

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

Train 'n Trade: Foundations of Parameter Markets

Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala

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

Comments accepted at NeurIPS 2023

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance

Zoey Guo, Yiwen Tang, Ray Zhang, Dong Wang, Zhigang Wang, Bin Zhao, Xuelong Li

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

Comments Accepted by ICCV 2023. Code is released at https://github.com/Ivan-Tang-3D/ViewRefer3D

Synthetic Text Generation using Hypergraph Representations

Natraj Raman, Sameena Shah

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

A Minimal Approach for Natural Language Action Space in Text-based Games

Dongwon Kelvin Ryu, Meng Fang, Shirui Pan, Gholamreza Haffari, Ehsan Shareghi

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

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels

Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

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

Comments NeurIPS 2022 Datasets and Benchmarks Track

Learning Globally Optimized Language Structure via Adversarial Training

Xuwang Yin

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

Designing Robust Transformers using Robust Kernel Density Estimation

Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho

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

Comments Accepted by NeurIPS 2023 as a poster; 23 pages, 5 figures, 11 tables

Latent Diffusion for Language Generation

Justin Lovelace, Varsha Kishore, Chao Wan, Eliot Shekhtman, Kilian Q. Weinberger

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

Comments NeurIPS 2023

You Only Forward Once: Prediction and Rationalization in A Single Forward Pass

Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang

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

Comments 20 pages, 5 figures, and 11 tables

Generating Continuations in Multilingual Idiomatic Contexts

Rhitabrat Pokharel, Ameeta Agrawal

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

Comments Accepted at MRL 2023

Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation

Tianle Chen, Zheda Mai, Ruiwen Li, Wei-lun Chao

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

Comments Tianle Chen and Zheda Mai contributed equally to this work. Accepted to NeurIPS2023 ICBINB Workshop Our code is available at \url{https://github.com/cskyl/SAM_WSSS}

Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition

Chenxu Wang, Ping Jian, Mu Huang

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

Comments This paper is accepted by the EMNLP 2023 Main Conference

Unsupervised Lexical Simplification with Context Augmentation

Takashi Wada, Timothy Baldwin, Jey Han Lau

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

Comments 12 pages; accepted for the Findings of EMNLP 2023

Deep Learning for Spatiotemporal Big Data: A Vision on Opportunities and Challenges

Zhe Jiang

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

Generalized Neural Collapse for a Large Number of Classes

Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Dustin Mixon, Chong You, Zhihui Zhu

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

Comments 32 pages, 12 figures

Stability Guarantees for Feature Attributions with Multiplicative Smoothing

Anton Xue, Rajeev Alur, Eric Wong

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

Speakerly: A Voice-based Writing Assistant for Text Composition

Dhruv Kumar, Vipul Raheja, Alice Kaiser-Schatzlein, Robyn Perry, Apurva Joshi, Justin Hugues-Nuger, Samuel Lou, Navid Chowdhury

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

Comments Accepted at EMNLP 2023 Industry Track

Identifying Machine-Paraphrased Plagiarism

Jan Philip Wahle, Terry Ruas, Tomáš Foltýnek, Norman Meuschke, Bela Gipp

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

Journal ref iConference 2022

Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering

Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend

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

Comments Accepted to EMNLP Findings 2023

Label-Aware Automatic Verbalizer for Few-Shot Text Classification

Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul

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

Named Entity Recognition for Monitoring Plant Health Threats in Tweets: a ChouBERT Approach

Shufan Jiang, Rafael Angarita, Stéphane Cormier, Francis Rousseaux

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

Comments 2022 6th International Conference on Universal Village (UV), Oct 2022, Boston, United States

Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights

Yichuan Deng, Zhao Song, Shenghao Xie, Chiwun Yang

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

Harnessing the Power of LLMs: Evaluating Human-AI Text Co-Creation through the Lens of News Headline Generation

Zijian Ding, Alison Smith-Renner, Wenjuan Zhang, Joel R. Tetreault, Alejandro Jaimes

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

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements

Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi

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

Comments EMNLP 2023 main conference

Red Teaming with Mind Reading: White-Box Adversarial Policies Against RL Agents

Stephen Casper, Taylor Killian, Gabriel Kreiman, Dylan Hadfield-Menell

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

Comments Code is available at https://github.com/thestephencasper/lm_white_box_attacks

Evade ChatGPT Detectors via A Single Space

Shuyang Cai, Wanyun Cui

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

The Art of Embedding Fusion: Optimizing Hate Speech Detection

Mohammad Aflah Khan, Neemesh Yadav, Mohit Jain, Sanyam Goyal

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

Comments Published as a Tiny Paper at ICLR 2023, 12 Pages