语言大模型 / LLM

Automatic Control With Human-Like Reasoning: Exploring Language Model Embodied Air Traffic Agents

Justas Andriuškevičius, Junzi Sun

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

Implicit Sentiment Analysis Based on Chain of Thought Prompting

Zhihua Duan, Jialin Wang

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

Timo: Towards Better Temporal Reasoning for Language Models

Zhaochen Su, Jun Zhang, Tong Zhu, Xiaoye Qu, Juntao Li, Min Zhang, Yu Cheng

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

Comments This paper has been accepted to the COLM 2024 conference

Autonomous Behavior Planning For Humanoid Loco-manipulation Through Grounded Language Model

Jin Wang, Arturo Laurenzi, Nikos Tsagarakis

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

Comments Paper accepted by IROS 2024

InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning

Bo-Wen Zhang, Yan Yan, Lin Li, Guang Liu

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

Comments Accepted by CIKM 2024

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Charlie Snell, Jaehoon Lee, Kelvin Xu, Aviral Kumar

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

A Language Agent for Autonomous Driving

Jiageng Mao, Junjie Ye, Yuxi Qian, Marco Pavone, Yue Wang

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

Comments COLM 2024. Project Page: https://usc-gvl.github.io/Agent-Driver/

AgentKit: Structured LLM Reasoning with Dynamic Graphs

Yue Wu, Yewen Fan, So Yeon Min, Shrimai Prabhumoye, Stephen McAleer, Yonatan Bisk, Ruslan Salakhutdinov, Yuanzhi Li, Tom Mitchell

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

TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise

Nan He, Hanyu Lai, Chenyang Zhao, Zirui Cheng, Junting Pan, Ruoyu Qin, Ruofan Lu, Rui Lu, Yunchen Zhang, Gangming Zhao, Zhaohui Hou, Zhiyuan Huang, Shaoqing Lu, Ding Liang, Mingjie Zhan

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

Comments 5 figures, 15 pages

Planning with Logical Graph-based Language Model for Instruction Generation

Fan Zhang, Kebing Jin, Hankz Hankui Zhuo

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

Comments 9 pages, 8 figures

Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory

Niloofar Mireshghallah, Hyunwoo Kim, Xuhui Zhou, Yulia Tsvetkov, Maarten Sap, Reza Shokri, Yejin Choi

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

Comments 2024 ICLR Spotlight. The dataset and code can be found at https://confaide.github.io

Iterative Reasoning Preference Optimization

Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He, Sainbayar Sukhbaatar, Jason Weston

专题命中 推理与问题求解 ：preference optimization(title,abstract)；instruction tuning(abstract)；分类 cs.CL、cs.AI

WeatherQA: Can Multimodal Language Models Reason about Severe Weather?

Chengqian Ma, Zhanxiang Hua, Alexandra Anderson-Frey, Vikram Iyer, Xin Liu, Lianhui Qin

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

Comments 26 pages, 9 figures

Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning

Bingchen Zhao, Yongshuo Zong, Letian Zhang, Timothy Hospedales

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

Comments First three authors contributed equally. Dataset: https://huggingface.co/datasets/VLLMs/MIRB

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, S Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

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

Comments Project Website: https://sreyan88.github.io/gamaaudio/

A Reality check of the benefits of LLM in business

Ming Cheung

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

An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration

Yihao Li, Ru Zhang, Jianyi Liu

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

SeamlessExpressiveLM: Speech Language Model for Expressive Speech-to-Speech Translation with Chain-of-Thought

Hongyu Gong, Bandhav Veluri

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

Language Models Represent Beliefs of Self and Others

Wentao Zhu, Zhining Zhang, Yizhou Wang

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

Comments project page: https://walter0807.github.io/RepBelief/

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios

Lei Lin, Jiayi Fu, Pengli Liu, Qingyang Li, Yan Gong, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai

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

Comments Accepted by Findings of ACL 2024

Vision-Language Models Provide Promptable Representations for Reinforcement Learning

William Chen, Oier Mees, Aviral Kumar, Sergey Levine

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

Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement

Linlu Qiu, Liwei Jiang, Ximing Lu, Melanie Sclar, Valentina Pyatkin, Chandra Bhagavatula, Bailin Wang, Yoon Kim, Yejin Choi, Nouha Dziri, Xiang Ren

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

Comments ICLR 2024

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base

Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang

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

Comments Accepted to ACL 2024

Let's Think Dot by Dot: Hidden Computation in Transformer Language Models

Jacob Pfau, William Merrill, Samuel R. Bowman

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

Comments 17 pages, 10 figures

Can Language Models Solve Olympiad Programming?

Quan Shi, Michael Tang, Karthik Narasimhan, Shunyu Yao

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

Comments Code and data: https://princeton-nlp.github.io/USACOBench/

What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models

Letian Zhang, Xiaotong Zhai, Zhongkai Zhao, Yongshuo Zong, Xin Wen, Bingchen Zhao

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

ChatASU: Evoking LLM's Reflexion to Truly Understand Aspect Sentiment in Dialogues

Yiding Liu, Jingjing Wang, Jiamin Luo, Tao Zeng, Guodong Zhou

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

To Tell The Truth: Language of Deception and Language Models

Sanchaita Hazra, Bodhisattwa Prasad Majumder

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

Comments Accepted as a full paper in NAACL 2024 (Main)

Learning From Mistakes Makes LLM Better Reasoner

Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen

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

Comments 23 pages, 13 figures, 6 tables

Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks

Zhaofeng Wu, Linlu Qiu, Alexis Ross, Ekin Akyürek, Boyuan Chen, Bailin Wang, Najoung Kim, Jacob Andreas, Yoon Kim

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

Comments NAACL 2024