大模型推理能力

IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces

Fajri Koto, Rahmad Mahendra, Nurul Aisyah, Timothy Baldwin

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

Comments Accepted at TACL

Generating Media Background Checks for Automated Source Critical Reasoning

Michael Schlichtkrull

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

Knowledge-Aware Reasoning over Multimodal Semi-structured Tables

Suyash Vardhan Mathur, Jainit Sushil Bafna, Kunal Kartik, Harshita Khandelwal, Manish Shrivastava, Vivek Gupta, Mohit Bansal, Dan Roth

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

Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark for Deception Reasoning

Kang Chen, Zheng Lian, Haiyang Sun, Rui Liu, Jiangyan Yi, Bin Liu, Jianhua Tao

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

AmbigDocs: Reasoning across Documents on Different Entities under the Same Name

Yoonsang Lee, Xi Ye, Eunsol Choi

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

Case-based reasoning approach for diagnostic screening of children with developmental delays

Zichen Song, Jiakang Li, Songning Lai, Sitan Huang

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

Multi-Frame Vision-Language Model for Long-form Reasoning in Driver Behavior Analysis

Hiroshi Takato, Hiroshi Tsutsui, Komei Soda, Hidetaka Kamigaito

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

Comments On-going work

RLGNet: Repeating-Local-Global History Network for Temporal Knowledge Graph Reasoning

Ao Lv, Guige Ouyang, Yongzhong Huang, Yue Chen, Haoran Xie

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

Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering

Parag Jain, Mirella Lapata

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

Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning

Qingyu Tan, Hwee Tou Ng, Lidong Bing

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

Comments To appear in Findings of ACL 2024

Empirical Study of Symmetrical Reasoning in Conversational Chatbots

Daniela N. Rim, Heeyoul Choi

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

Comments Accepted in Future Technology Conference (FTC) 2024

ALTER: Augmentation for Large-Table-Based Reasoning

Han Zhang, Yuheng Ma, Hanfang Yang

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

EconNLI: Evaluating Large Language Models on Economics Reasoning

Yue Guo, Yi Yang

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

Comments Findings of ACL 2024

JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability

Junda Wang, Zhichao Yang, Zonghai Yao, Hong Yu

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

Exploring Defeasibility in Causal Reasoning

Shaobo Cui, Lazar Milikic, Yiyang Feng, Mete Ismayilzada, Debjit Paul, Antoine Bosselut, Boi Faltings

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

Comments Accepted by ACL 2024 (Findings)

DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph

Zhehao Zhang, Jiaao Chen, Diyi Yang

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

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 推理评测 ：reasoning(title,abstract)；分类 cs.CL

MoreHopQA: More Than Multi-hop Reasoning

Julian Schnitzler, Xanh Ho, Jiahao Huang, Florian Boudin, Saku Sugawara, Akiko Aizawa

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

Comments 8 pages, 5 figures. First three authors contributed equally

RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models

Yuqing Wang, Yun Zhao

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

Comments In submission; Data and code are available at: https://github.com/EternityYW/RUPBench

ReMI: A Dataset for Reasoning with Multiple Images

Mehran Kazemi, Nishanth Dikkala, Ankit Anand, Petar Devic, Ishita Dasgupta, Fangyu Liu, Bahare Fatemi, Pranjal Awasthi, Dee Guo, Sreenivas Gollapudi, Ahmed Qureshi

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

Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Bahare Fatemi, Mehran Kazemi, Anton Tsitsulin, Karishma Malkan, Jinyeong Yim, John Palowitch, Sungyong Seo, Jonathan Halcrow, Bryan Perozzi

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

MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation

Zhongshen Zeng, Pengguang Chen, Shu Liu, Haiyun Jiang, Jiaya Jia

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

Comments Code: https://github.com/dvlab-research/MR-GSM8K

TRAM: Benchmarking Temporal Reasoning for Large Language Models

Yuqing Wang, Yun Zhao

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

Comments Findings of ACL 2024

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning

Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song

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

Comments ACL2024

RAR-b: Reasoning as Retrieval Benchmark

Chenghao Xiao, G Thomas Hudson, Noura Al Moubayed

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

Comments v2, small typo fixes

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Yongqi Tong, Sizhe Wang, Dawei Li, Yifan Wang, Simeng Han, Zi Lin, Chengsong Huang, Jiaxin Huang, Jingbo Shang

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

Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph

Zhiyu Fang, Shuai-Long Lei, Xiaobin Zhu, Chun Yang, Shi-Xue Zhang, Xu-Cheng Yin, Jingyan Qin

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

Comments Accepted by SIGIR 2024 (the Full paper track, camera ready version)

Light-weight Retinal Layer Segmentation with Global Reasoning

Xiang He, Weiye Song, Yiming Wang, Fabio Poiesi, Ji Yi, Manishi Desai, Quanqing Xu, Kongzheng Yang, Yi Wan

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

Comments IEEE Transactions on Instrumentation & Measurement

MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning

Yifan Jiang, Jiarui Zhang, Kexuan Sun, Zhivar Sourati, Kian Ahrabian, Kaixin Ma, Filip Ilievski, Jay Pujara

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

COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances

Haryo Akbarianto Wibowo, Erland Hilman Fuadi, Made Nindyatama Nityasya, Radityo Eko Prasojo, Alham Fikri Aji

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

Comments 8 pages, Camera Ready (NAACL 2024 - Main)