大模型推理能力

Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models

Yin Zhu, Zhiling Luo, Gong Cheng

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

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning

Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che

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

A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge

Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou

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

Comments Accepted by CIKM 2023 as a long paper

Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals

Robin Chan, Afra Amini, Mennatallah El-Assady

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

Comments 7 pages, Accepted at ACL 2023: System Demonstrations

Negotiated Reasoning: On Provably Addressing Relative Over-Generalization

Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang

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

Comments 21 pages

Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering

Yang Liu, Guanbin Li, Liang Lin

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

Comments 17 pages, 9 figures. This work has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). The datasets, code and models are available at https://github.com/HCPLab-SYSU/CMCIR

Examining the Causal Effect of First Names on Language Models: The Case of Social Commonsense Reasoning

Sullam Jeoung, Jana Diesner, Halil Kilicoglu

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

Generic Temporal Reasoning with Differential Analysis and Explanation

Yu Feng, Ben Zhou, Haoyu Wang, Helen Jin, Dan Roth

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

Journal ref Proceedings of ACL 2023

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura

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

Comments Accepted at Findings of ACL 2023

River of No Return: Graph Percolation Embeddings for Efficient Knowledge Graph Reasoning

Kai Wang, Siqiang Luo, Dan Lin

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

Comments 9 pages, 2 figures

Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning

Qianying Liu, Dongsheng Yang, Wenjie Zhong, Fei Cheng, Sadao Kurohashi

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

Comments 11 pages

A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues

Yunxin Li, Baotian Hu, Xinyu Chen, Yuxin Ding, Lin Ma, Min Zhang

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

Comments Accepted to ACL 2023 Main Conference

Invalidator: Automated Patch Correctness Assessment via Semantic and Syntactic Reasoning

Thanh Le-Cong, Duc-Minh Luong, Xuan Bach D. Le, David Lo, Nhat-Hoa Tran, Bui Quang-Huy, Quyet-Thang Huynh

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

Journal ref IEEE Transactions on Software Engineering, 2023

Towards Reasoning-Aware Explainable VQA

Rakesh Vaideeswaran, Feng Gao, Abhinav Mathur, Govind Thattai

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

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning

Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong

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

Comments EMNLP 2022. Code is available at https://github.com/bys0318/SQUIRE

Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation

Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao

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

Comments To appear at EMNLP 2022 findings

Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge

Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao

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

Comments Findings of EMNLP 2022

Enhancing Tabular Reasoning with Pattern Exploiting Training

Abhilash Reddy Shankarampeta, Vivek Gupta, Shuo Zhang

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

Comments The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing

The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning

Xi Ye, Greg Durrett

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

Comments NeurIPS 2022

Generated Knowledge Prompting for Commonsense Reasoning

Jiacheng Liu, Alisa Liu, Ximing Lu, Sean Welleck, Peter West, Ronan Le Bras, Yejin Choi, Hannaneh Hajishirzi

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

Comments ACL 2022 main conference

Learning to Communicate Using Counterfactual Reasoning

Simon Vanneste, Astrid Vanneste, Kevin Mets, Tom De Schepper, Ali Anwar, Siegfried Mercelis, Steven Latré, Peter Hellinckx

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

Comments Accepted at Adaptive and Learning Agents Workshop (ALA 2022) https://ala2022.github.io/

Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey

Prajjwal Bhargava, Vincent Ng

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

Comments AAAI 2022

Automatic Knowledge Augmentation for Generative Commonsense Reasoning

Jaehyung Seo, Chanjun Park, Sugyeong Eo, Hyeonseok Moon, Heuiseok Lim

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

Comments Accepted for Data-centric AI workshop at NeurIPS 2021

ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning

Rujun Han, Xiang Ren, Nanyun Peng

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

Comments This paper has been accepted by EMNLP'21 main conference

Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models

Tassilo Klein, Moin Nabi

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

Comments To appear at EMNLP 2021

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Gregor Betz, Kyle Richardson, Christian Voigt

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

Antitrust and Artificial Intelligence (AAI): Antitrust Vigilance Lifecycle and AI Legal Reasoning Autonomy

Lance Eliot

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

Comments 29 pages, 12 figures. arXiv admin note: text overlap with arXiv:2010.02726, arXiv:2009.14620

Social Commonsense Reasoning with Multi-Head Knowledge Attention

Debjit Paul, Anette Frank

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

Comments Findings of EMNLP 2020

Contextual and Possibilistic Reasoning for Coalition Formation

Antonis Bikakis, Patrice Caire

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

Legal Sentiment Analysis and Opinion Mining (LSAOM): Assimilating Advances in Autonomous AI Legal Reasoning

Lance Eliot

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

Comments 26 pages, 8 figures. arXiv admin note: text overlap with arXiv:2009.14620