语言大模型 / LLM

Enhanced Detection of Conversational Mental Manipulation Through Advanced Prompting Techniques

Ivory Yang, Xiaobo Guo, Sean Xie, Soroush Vosoughi

专题命中 推理与问题求解 ：prompting(title,abstract)；分类 cs.CL

Comments Accepted at WiNLP @ EMNLP 2024

Chain-of-Symbol Prompting Elicits Planning in Large Langauge Models

Hanxu Hu, Hongyuan Lu, Huajian Zhang, Yun-Ze Song, Wai Lam, Yue Zhang

专题命中 推理与问题求解 ：prompting(title,abstract)；分类 cs.CL

OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation

Zilong Wang, Yuedong Cui, Li Zhong, Zimin Zhang, Da Yin, Bill Yuchen Lin, Jingbo Shang

专题命中 推理与问题求解 ：language agent(title)；LLM(abstract)；分类 cs.CL

Comments Preprint

A Foundation Model for Soccer

Ethan Baron, Daniel Hocevar, Zach Salehe

专题命中 推理与问题求解 ：foundation model(title,abstract)；分类 cs.LG

LMExplainer: Grounding Knowledge and Explaining Language Models

Zichen Chen, Jianda Chen, Yuanyuan Chen, Han Yu, Ambuj K Singh, Misha Sra

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Comments 25 pages, 10 figures, and 8 tables

Large Vision-Language Models as Emotion Recognizers in Context Awareness

Yuxuan Lei, Dingkang Yang, Zhaoyu Chen, Jiawei Chen, Peng Zhai, Lihua Zhang

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.AI

$R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning

Mintong Kang, Bo Li

专题命中 推理与问题求解 ：LLM(title,abstract)；分类 cs.AI

Commonsense Reasoning for Legged Robot Adaptation with Vision-Language Models

Annie S. Chen, Alec M. Lessing, Andy Tang, Govind Chada, Laura Smith, Sergey Levine, Chelsea Finn

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.AI

Comments 27 pages

modeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models

Nathan A. Chi, Teodor Malchev, Riley Kong, Ryan A. Chi, Lucas Huang, Ethan A. Chi, R. Thomas McCoy, Dragomir Radev

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents

Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li

专题命中 推理与问题求解 ：LLM(title,abstract)；分类 cs.CL

LLark: A Multimodal Instruction-Following Language Model for Music

Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.LG

Comments ICML camera-ready version

InsightSee: Advancing Multi-agent Vision-Language Models for Enhanced Visual Understanding

Huaxiang Zhang, Yaojia Mu, Guo-Niu Zhu, Zhongxue Gan

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.AI

Chain-of-Thought Prompting for Demographic Inference with Large Multimodal Models

Yongsheng Yu, Jiebo Luo

专题命中 推理与问题求解 ：prompting(title,abstract)；分类 cs.LG

Comments Accepted to ICME 2024

GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games

Aoran Mei, Jianhua Wang, Guo-Niu Zhu, Zhongxue Gan

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.AI

Prospective Role of Foundation Models in Advancing Autonomous Vehicles

Jianhua Wu, Bingzhao Gao, Jincheng Gao, Jianhao Yu, Hongqing Chu, Qiankun Yu, Xun Gong, Yi Chang, H. Eric Tseng, Hong Chen, Jie Chen

专题命中 推理与问题求解 ：foundation model(title,abstract)；分类 cs.AI

Comments 45 pages,8 figures

Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing

KV Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar

专题命中 推理与问题求解 ：LLM(title,abstract)；分类 cs.CL

Comments Accepted to Workshop on Insights from Negative Results in NLP 2024 (co-located with NAACL 2024)

Exploring Internal Numeracy in Language Models: A Case Study on ALBERT

Ulme Wennberg, Gustav Eje Henter

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Comments 4 pages + references, 4 figures. Accepted for publication at the MathNLP Workshop at LREC-COLING 2024

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Avi Singh, John D. Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J. Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron Parisi, Abhishek Kumar, Alex Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin Elsayed, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.LG

Comments Accepted to TMLR. Camera-ready version. First three authors contributed equally

Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models

Jan-Philipp Fränken, Kanishk Gandhi, Tori Qiu, Ayesha Khawaja, Noah D. Goodman, Tobias Gerstenberg

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Comments CogSci 2024

The Case for Developing a Foundation Model for Planning-like Tasks from Scratch

Biplav Srivastava, Vishal Pallagani

专题命中 推理与问题求解 ：foundation model(title,abstract)；分类 cs.AI

Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Yao Yao, Zuchao Li, Hai Zhao

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Epistemology of Language Models: Do Language Models Have Holistic Knowledge?

Minsu Kim, James Thorne

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Driving Style Alignment for LLM-powered Driver Agent

Ruoxuan Yang, Xinyue Zhang, Anais Fernandez-Laaksonen, Xin Ding, Jiangtao Gong

专题命中 推理与问题求解 ：LLM(title,abstract)；分类 cs.AI

Visual In-Context Learning for Large Vision-Language Models

Yucheng Zhou, Xiang Li, Qianning Wang, Jianbing Shen

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Comments 13 pages, 7 figures

Exploring Hybrid Question Answering via Program-based Prompting

Qi Shi, Han Cui, Haofeng Wang, Qingfu Zhu, Wanxiang Che, Ting Liu

专题命中 推理与问题求解 ：prompting(title,abstract)；分类 cs.CL

ControlLM: Crafting Diverse Personalities for Language Models

Yixuan Weng, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.CL

Comments 17 pages

FGeo-TP: A Language Model-Enhanced Solver for Geometry Problems

Yiming He, Jia Zou, Xiaokai Zhang, Na Zhu, Tuo Leng

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.AI

Comments 16 pages

Prompting Diverse Ideas: Increasing AI Idea Variance

Lennart Meincke, Ethan R. Mollick, Christian Terwiesch

专题命中 推理与问题求解 ：prompting(title,abstract)；分类 cs.AI

Look, Remember and Reason: Grounded reasoning in videos with language models

Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Reza Pourreza, Pulkit Madan, Roland Memisevic

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.LG

Comments To appear at ICLR 2024

A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation using GPT

Subhankar Maity, Aniket Deroy, Sudeshna Sarkar

专题命中 推理与问题求解 ：prompting(title,abstract)；分类 cs.CL

Comments Accepted at ECIR 2024(short paper)