大模型推理能力

Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems

Robin Schmucker, Meng Xia, Amos Azaria, Tom Mitchell

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments NeurIPS'23 GAIED, Camera-ready

Consistency Analysis of ChatGPT

Myeongjun Erik Jang, Thomas Lukasiewicz

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 15 pages

Journal ref The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Simplifying and Understanding State Space Models with Diagonal Linear RNNs

Ankit Gupta, Harsh Mehta, Jonathan Berant

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments added Long Range Arena, language modeling with mixture of experts

Do large language models and humans have similar behaviors in causal inference with script knowledge?

Xudong Hong, Margarita Ryzhova, Daniel Adrian Biondi, Vera Demberg

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 15 pages, 3 figures

Kindness in Multi-Agent Reinforcement Learning

Farinaz Alamiyan-Harandi, Mersad Hassanjani, Pouria Ramazi

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments arXiv admin note: text overlap with arXiv:2302.12053

Large Language Models Are Semi-Parametric Reinforcement Learning Agents

Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Exposing Attention Glitches with Flip-Flop Language Modeling

Bingbin Liu, Jordan T. Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments v2: NeurIPS 2023 camera-ready + data release

SoK: Memorization in General-Purpose Large Language Models

Valentin Hartmann, Anshuman Suri, Vincent Bindschaedler, David Evans, Shruti Tople, Robert West

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models

Geewook Kim, Hodong Lee, Daehee Kim, Haeji Jung, Sanghee Park, Yoonsik Kim, Sangdoo Yun, Taeho Kil, Bado Lee, Seunghyun Park

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 22 pages; To appear at EMNLP 2023 Main Conference (Project page: https://naver-ai.github.io/cream )

Moral Foundations of Large Language Models

Marwa Abdulhai, Gregory Serapio-Garcia, Clément Crepy, Daria Valter, John Canny, Natasha Jaques

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games

Ruoyao Wang, Graham Todd, Eric Yuan, Ziang Xiao, Marc-Alexandre Côté, Peter Jansen

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Accepted to EMNLP 2023

Probing the Moral Development of Large Language Models through Defining Issues Test

Kumar Tanmay, Aditi Khandelwal, Utkarsh Agarwal, Monojit Choudhury

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments First three authors contributed equally

RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models

Brandon Kynoch, Hugo Latapie, Dwane van der Sluis

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 7 figures, 1 table, Our code is publicly available online at: https://github.com/cisco-open/DeepVision/tree/main/recallm

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model

Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Overcoming Referential Ambiguity in Language-Guided Goal-Conditioned Reinforcement Learning

Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments NeurIPS 2022 Workshop

Instruction-Following Speech Recognition

Cheng-I Jeff Lai, Zhiyun Lu, Liangliang Cao, Ruoming Pang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Collectionless Artificial Intelligence

Marco Gori, Stefano Melacci

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis

Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, Xuezhi Fang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Learning to Prompt in the Classroom to Understand AI Limits: A pilot study

Emily Theophilou, Cansu Koyuturk, Mona Yavari, Sathya Bursic, Gregor Donabauer, Alessia Telari, Alessia Testa, Raffaele Boiano, Davinia Hernandez-Leo, Martin Ruskov, Davide Taibi, Alessandro Gabbiadini, Dimitri Ognibene

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Accepted for AIXIA 2023 22nd International Conference of the Italian Association for Artificial Intelligence 6 - 9 Nov, 2023, Rome, Italy

Large language models converge toward human-like concept organization

Mathias Lykke Gammelgaard, Jonathan Gabel Christiansen, Anders Søgaard

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Is GPT a Computational Model of Emotion? Detailed Analysis

Ala N. Tak, Jonathan Gratch

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Garbage in, garbage out: Zero-shot detection of crime using Large Language Models

Anj Simmons, Rajesh Vasa

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 5 pages, 4 figures, 1 table

A New Formalism, Method and Open Issues for Zero-Shot Coordination

Johannes Treutlein, Michael Dennis, Caspar Oesterheld, Jakob Foerster

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models

Harnoor Dhingra, Preetiha Jayashanker, Sayali Moghe, Emma Strubell

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.CL、cs.AI

Comments Accepted to Queer in AI Workshop at ACL 2023

Using Foundation Models to Detect Policy Violations with Minimal Supervision

Sid Mittal, Vineet Gupta, Frederick Liu, Mukund Sundararajan

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.CL、cs.AI

Comments 16 pages

Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation

Xiusi Chen, Yu Zhang, Jinliang Deng, Jyun-Yu Jiang, Wei Wang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

PALR: Personalization Aware LLMs for Recommendation

Fan Yang, Zheng Chen, Ziyan Jiang, Eunah Cho, Xiaojiang Huang, Yanbin Lu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

ExaRanker: Explanation-Augmented Neural Ranker

Fernando Ferraretto, Thiago Laitz, Roberto Lotufo, Rodrigo Nogueira

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

UFO: Unified Fact Obtaining for Commonsense Question Answering

Zhifeng Li, Yifan Fan, Bowei Zou, Yu Hong

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments IJCNN 2023

WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability

Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG