语言大模型 / LLM

Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters

Manikanta Loya, Divya Anand Sinha, Richard Futrell

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

Comments EMNLP 2023

Identifying and Mitigating the Security Risks of Generative AI

Clark Barrett, Brad Boyd, Elie Burzstein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang

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

Journal ref Foundations and Trends in Privacy and Security 6 (2023) 1-52

UnIVAL: Unified Model for Image, Video, Audio and Language Tasks

Mustafa Shukor, Corentin Dancette, Alexandre Rame, Matthieu Cord

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

Comments Accepted at TMLR 2023. 40 pages. Project page: https://unival-model.github.io/

Bootstrapping Vision-Language Learning with Decoupled Language Pre-training

Yiren Jian, Chongyang Gao, Soroush Vosoughi

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

Comments Accepted to NeurIPS 2023 (spotlight). The code is available at https://github.com/yiren-jian/BLIText

DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules

Yanchen Liu, William Held, Diyi Yang

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

Comments EMNLP 2023

How to Configure Good In-Context Sequence for Visual Question Answering

Li Li, Jiawei Peng, Huiyi Chen, Chongyang Gao, Xu Yang

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

Comments 8 pages, 6 figures

Who is leading in AI? An analysis of industry AI research

Ben Cottier, Tamay Besiroglu, David Owen

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

DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention

Zhewei Yao, Xiaoxia Wu, Conglong Li, Minjia Zhang, Heyang Qin, Olatunji Ruwase, Ammar Ahmad Awan, Samyam Rajbhandari, Yuxiong He

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

Machine-Generated Text Detection using Deep Learning

Raghav Gaggar, Ashish Bhagchandani, Harsh Oza

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

Comments 9 pages, 6 figures

Dialogue Quality and Emotion Annotations for Customer Support Conversations

John Mendonça, Patrícia Pereira, Miguel Menezes, Vera Cabarrão, Ana C. Farinha, Helena Moniz, João Paulo Carvalho, Alon Lavie, Isabel Trancoso

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

Comments Accepted at GEM (EMNLP Workshop)

Perceptual Structure in the Absence of Grounding for LLMs: The Impact of Abstractedness and Subjectivity in Color Language

Pablo Loyola, Edison Marrese-Taylor, Andres Hoyos-Idobro

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

Comments EMNLP 2023 Findings

Exploring Links between Conversational Agent Design Challenges and Interdisciplinary Collaboration

Malak Sadek, Céline Mougenot

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

Tunable Soft Prompts are Messengers in Federated Learning

Chenhe Dong, Yuexiang Xie, Bolin Ding, Ying Shen, Yaliang Li

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

Comments Accepted by EMNLP-23

Analyzing Modular Approaches for Visual Question Decomposition

Apoorv Khandelwal, Ellie Pavlick, Chen Sun

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

Comments Published at EMNLP 2023 (Main Conference). Source code: https://github.com/brown-palm/visual-question-decomposition

ChatGPT in the context of precision agriculture data analytics

Ilyas Potamitis

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

Comments 33 pages, 21 figures

AI for Investment: A Platform Disruption

Mohammad Rasouli, Ravi Chiruvolu, Ali Risheh

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

Syntax-semantics interface: an algebraic model

Matilde Marcolli, Robert C. Berwick, Noam Chomsky

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

Comments LaTeX, 75 pages, 19 figures

Indicative Summarization of Long Discussions

Shahbaz Syed, Dominik Schwabe, Khalid Al-Khatib, Martin Potthast

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

Comments Accepted at EMNLP 2023 Main Conference

ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation

Zejun Wang, Jia Li, Ge Li, Zhi Jin

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

Conceptual Framework for Autonomous Cognitive Entities

David Shapiro, Wangfan Li, Manuel Delaflor, Carlos Toxtli

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

Comments 34 pages, 12 figures

Musical Form Generation

Lilac Atassi

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

Improving Input-label Mapping with Demonstration Replay for In-context Learning

Zhuocheng Gong, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan

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

On General Language Understanding

David Schlangen

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

Comments Findings of EMNLP 2023

An Ensemble Method Based on the Combination of Transformers with Convolutional Neural Networks to Detect Artificially Generated Text

Vijini Liyanage, Davide Buscaldi

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

Comments In Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association (ALTA 2023)

ChatGPT is a Potential Zero-Shot Dependency Parser

Boda Lin, Xinyi Zhou, Binghao Tang, Xiaocheng Gong, Si Li

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

Comments 10 pages

Core Building Blocks: Next Gen Geo Spatial GPT Application

Ashley Fernandez, Swaraj Dube

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

Generative Calibration for In-context Learning

Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jun Zhao, Kang Liu

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

Comments Findings of EMNLP2023

Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs

Chenyang Yang, Rishabh Rustogi, Rachel Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu

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

Evaluating Machine Perception of Indigeneity: An Analysis of ChatGPT's Perceptions of Indigenous Roles in Diverse Scenarios

Cecilia Delgado Solorzano, Carlos Toxtli Hernandez

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

Comments 5 pages, 3 figures

Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning

Hongfu Liu, Ye Wang

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

Comments Accepted to the Findings of EMNLP 2023