大模型推理能力

Interactive Continual Learning: Fast and Slow Thinking

Biqing Qi, Xingquan Chen, Junqi Gao, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.LG

Comments Accepted to CVPR 2024

CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference

Madhumita Sushil, Vanessa E. Kennedy, Divneet Mandair, Brenda Y. Miao, Travis Zack, Atul J. Butte

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments Source code available at: https://github.com/MadhumitaSushil/OncLLMExtraction

Caveat Lector: Large Language Models in Legal Practice

Eliza Mik

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments Vol 19 Rutgers Bus L R 2 2024 (forthcoming)

Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models

Debarati Das, Ishaan Gupta, Jaideep Srivastava, Dongyeop Kang

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Cognition is All You Need -- The Next Layer of AI Above Large Language Models

Nova Spivack, Sam Douglas, Michelle Crames, Tim Connors

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

Comments 63 pages, 18 figures

Prompting Large Language Models for Counterfactual Generation: An Empirical Study

Yongqi Li, Mayi Xu, Xin Miao, Shen Zhou, Tieyun Qian

专题命中 复杂问题求解 ：chain-of-thought(abstract)；分类 cs.CL

Comments Accepted to LREC-COLING 2024, camera ready version

Can Language Models Act as Knowledge Bases at Scale?

Qiyuan He, Yizhong Wang, Wenya Wang

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation

Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering

Hengrui Gu, Kaixiong Zhou, Xiaotian Han, Ninghao Liu, Ruobing Wang, Xin Wang

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments Our code is available at https://github.com/Hengrui-Gu/PokeMQA

FormalGeo: An Extensible Formalized Framework for Olympiad Geometric Problem Solving

Xiaokai Zhang, Na Zhu, Yiming He, Jia Zou, Qike Huang, Xiaoxiao Jin, Yanjun Guo, Chenyang Mao, Yang Li, Zhe Zhu, Dengfeng Yue, Fangzhen Zhu, Yifan Wang, Yiwen Huang, Runan Wang, Cheng Qin, Zhenbing Zeng, Shaorong Xie, Xiangfeng Luo, Tuo Leng

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

Comments 44 pages

LLM-driven Imitation of Subrational Behavior : Illusion or Reality?

Andrea Coletta, Kshama Dwarakanath, Penghang Liu, Svitlana Vyetrenko, Tucker Balch

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation

Sangwoo Shin, Minjong Yoo, Jeongwoo Lee, Honguk Woo

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

Comments AAAI 2024 Camera-ready version

Can Large Language Models Detect Rumors on Social Media?

Qiang Liu, Xiang Tao, Junfei Wu, Shu Wu, Liang Wang

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies

Zhixuan Chu, Yan Wang, Feng Zhu, Lu Yu, Longfei Li, Jinjie Gu

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments 14 pages, 1 figure

Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective

Qun Ma, Xiao Xue, Deyu Zhou, Xiangning Yu, Donghua Liu, Xuwen Zhang, Zihan Zhao, Yifan Shen, Peilin Ji, Juanjuan Li, Gang Wang, Wanpeng Ma

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

GPT-4V Takes the Wheel: Promises and Challenges for Pedestrian Behavior Prediction

Jia Huang, Peng Jiang, Alvika Gautam, Srikanth Saripalli

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

Large Language Model Displays Emergent Ability to Interpret Novel Literary Metaphors

Nicholas Ichien, Dušan Stamenković, Keith J. Holyoak

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination

Jijia Liu, Chao Yu, Jiaxuan Gao, Yuqing Xie, Qingmin Liao, Yi Wu, Yu Wang

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

Comments This paper is accpeted by AAMAS 2024. More demonstrations can be seen on our website https://sites.google.com/view/overcooked-hla/

STEAM & MoSAFE: SOTIF Error-and-Failure Model & Analysis for AI-Enabled Driving Automation

Krzysztof Czarnecki, Hiroshi Kuwajima

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.LG

Comments 23 pages, 13 figures, 5 tables

DocLLM: A layout-aware generative language model for multimodal document understanding

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments 16 pages, 4 figures

Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game

Zijing Shi, Meng Fang, Shunfeng Zheng, Shilong Deng, Ling Chen, Yali Du

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments Code will release soon

Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases

Ben Eyal, Amir Bachar, Ophir Haroche, Michael Elhadad

专题命中 复杂问题求解 ：planning(abstract)；分类 cs.CL

Comments arXiv admin note: text overlap with arXiv:2310.13575

Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization

Min Zhang, Jianfeng He, Shuo Lei, Murong Yue, Linhang Wang, Chang-Tien Lu

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments Accepted by ICASSP 2024

Teacher Agent: A Knowledge Distillation-Free Framework for Rehearsal-based Video Incremental Learning

Shengqin Jiang, Yaoyu Fang, Haokui Zhang, Qingshan Liu, Yuankai Qi, Yang Yang, Peng Wang

专题命中 复杂问题求解 ：self-correction(abstract)；分类 cs.AI

Comments Under review

Prompt Tuning for Zero-shot Compositional Learning

Lingyu Zhang, Ting Hua, Yilin Shen, Hongxia Jin

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.AI

Unleashing the Potential of Large Language Model: Zero-shot VQA for Flood Disaster Scenario

Yimin Sun, Chao Wang, Yan Peng

专题命中 复杂问题求解 ：CoT(abstract)；分类 cs.AI

Comments accepted by The 4th International Conference on Artificial Intelligence and Computer Engineering

Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis

Xiaohui Chen, Yongfei Liu, Yingxiang Yang, Jianbo Yuan, Quanzeng You, Li-Ping Liu, Hongxia Yang

专题命中 复杂问题求解 ：chain-of-thought(abstract)；分类 cs.CL

Comments preprint

SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models

Shanshan Zhong, Zhongzhan Huang, Wushao Wen, Jinghui Qin, Liang Lin

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL

Comments accepted by ACM MM 2023

Discovering Predictable Latent Factors for Time Series Forecasting

Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.LG

Exploration with Principles for Diverse AI Supervision

Hao Liu, Matei Zaharia, Pieter Abbeel

专题命中 复杂问题求解 ：reasoning(abstract)；分类 cs.CL