大模型推理能力

Chaining thoughts and LLMs to learn DNA structural biophysics

Tyler D. Ross, Ashwin Gopinath

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

ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph

Xukun Liu, Zhiyuan Peng, Xiaoyuan Yi, Xing Xie, Lirong Xiang, Yuchen Liu, Dongkuan Xu

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

Abdelhak at SemEval-2024 Task 9 : Decoding Brainteasers, The Efficacy of Dedicated Models Versus ChatGPT

Abdelhak Kelious, Mounir Okirim

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

Spatially-Aware Transformer for Embodied Agents

Junmo Cho, Jaesik Yoon, Sungjin Ahn

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

Comments ICLR 2024 Spotlight. First two authors contributed equally

On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe

Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang

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

Comments 21 pages, 13 figures

LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting

Haoxin Liu, Zhiyuan Zhao, Jindong Wang, Harshavardhan Kamarthi, B. Aditya Prakash

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

Comments 9 pages, 4 figures, 3 tables, 2 page references, 2 page appendix

MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks

Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang

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

Comments Accepted as a conference paper at EACL 2024

Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia

Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang

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

Prompting Implicit Discourse Relation Annotation

Frances Yung, Mansoor Ahmad, Merel Scholman, Vera Demberg

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

Comments To appear at the Linguistic Annotation Workshop 2024

Aalap: AI Assistant for Legal & Paralegal Functions in India

Aman Tiwari, Prathamesh Kalamkar, Atreyo Banerjee, Saurabh Karn, Varun Hemachandran, Smita Gupta

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

Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia

Balamurali B T, Jer-Ming Chen

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

Comments 22 pages

Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling

Linyao Yang, Hongyang Chen, Zhao Li, Xiao Ding, Xindong Wu

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

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu

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

Comments A short version of this paper was accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE)

Journal ref IEEE Transactions on Knowledge and Data Engineering (TKDE) 2024

Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models

Hongzhan Lin, Ziyang Luo, Wei Gao, Jing Ma, Bo Wang, Ruichao Yang

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

Comments The first work towards explainable harmful meme detection by harnessing advanced LLMs

Journal ref The ACM Web Conference 2024

Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering

Qing Li, Lei Li, Yu Li

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

Comments 50 pages, 3 figures, 3 tables

Prismer: A Vision-Language Model with Multi-Task Experts

Shikun Liu, Linxi Fan, Edward Johns, Zhiding Yu, Chaowei Xiao, Anima Anandkumar

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

Comments Published at TMLR 2024. Project Page: https://shikun.io/projects/prismer Code: https://github.com/NVlabs/prismer

Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues

Sougata Saha, Rohini Srihari

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

Scaling Laws for Forgetting When Fine-Tuning Large Language Models

Damjan Kalajdzievski

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

Automated Assessment of Students' Code Comprehension using LLMs

Priti Oli, Rabin Banjade, Jeevan Chapagain, Vasile Rus

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

Towards More Human-like AI Communication: A Review of Emergent Communication Research

Nicolo' Brandizzi

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

Comments 25 pages, 9 figures, 2 tables

Journal ref IEEE Access, vol. 11, pp. 142317-142340, 2023

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

Philip Chung, Christine T Fong, Andrew M Walters, Nima Aghaeepour, Meliha Yetisgen, Vikas N O'Reilly-Shah

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

Red Teaming for Large Language Models At Scale: Tackling Hallucinations on Mathematics Tasks

Aleksander Buszydlik, Karol Dobiczek, Michał Teodor Okoń, Konrad Skublicki, Philip Lippmann, Jie Yang

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

Comments Accepted to The ART of Safety: Workshop on Adversarial testing and Red-Teaming for generative AI (IJCNLP-AACL 2023)

StyleCap: Automatic Speaking-Style Captioning from Speech Based on Speech and Language Self-supervised Learning Models

Kazuki Yamauchi, Yusuke Ijima, Yuki Saito

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

Comments Accepted for ICASSP2024

User Modeling in the Era of Large Language Models: Current Research and Future Directions

Zhaoxuan Tan, Meng Jiang

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

Comments IEEE Data Engineering Bulletin 2023

From Generalized Laughter to Personalized Chuckles: Unleashing the Power of Data Fusion in Subjective Humor Detection

Julita Bielaniewicz, Przemysław Kazienko

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

Comments 10 pages, 13 figures, 2 tables

NExT-Chat: An LMM for Chat, Detection and Segmentation

Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua

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

Comments Technical Report (https://next-chatv.github.io/)

Joint Prompt Optimization of Stacked LLMs using Variational Inference

Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux

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

Comments NeurIPS 2023

Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms?

Chanhui Lee, Juhyeon Kim, Yongjun Jeong, Juhyun Lyu, Junghee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee

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

A Principled Framework for Knowledge-enhanced Large Language Model

Saizhuo Wang, Zhihan Liu, Zhaoran Wang, Jian Guo

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

Comments 10 pages

Past as a Guide: Leveraging Retrospective Learning for Python Code Completion

Seunggyoon Shin, Seunggyu Chang, Sungjoon Choi

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

Comments Neurips2023 Workshop