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2505.17149
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Large Language Models for Predictive Analysis: How Far Are They?
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
22 May 2025
Qin Chen
Yuanyi Ren
Xiaojun Ma
Yuyang Shi
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Papers citing
"Large Language Models for Predictive Analysis: How Far Are They?"
30 / 30 papers shown
Representation Interventions Enable Lifelong Unstructured Knowledge Control
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SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
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Yuanyi Ren
Xiaojun Ma
Mugeng Liu
Han Shi
Dongmei Zhang
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09 Sep 2025
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Xuyuan Liu
Lei Hsiung
Yaoqing Yang
Yujun Yan
AAML
277
1
0
31 May 2025
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach
The Web Conference (WWW), 2025
Qin Chen
Liang Wang
Bo Zheng
Guojie Song
413
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0
28 Jan 2025
Phi-4 Technical Report
Marah Abdin
J. Aneja
Harkirat Singh Behl
Sébastien Bubeck
Ronen Eldan
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Rachel A. Ward
Yue Wu
Dingli Yu
Cyril Zhang
Yi Zhang
ALM
SyDa
509
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12 Dec 2024
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
International Conference on Learning Representations (ICLR), 2024
Jiayi Ye
Zixiang Xu
Yue Huang
Dongping Chen
Qihui Zhang
...
Werner Geyer
Chao Huang
Pin-Yu Chen
Nitesh Chawla
Xiangliang Zhang
ELM
365
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0
03 Oct 2024
Evaluating the Evaluator: Measuring LLMs' Adherence to Task Evaluation Instructions
AAAI Conference on Artificial Intelligence (AAAI), 2024
Bhuvanashree Murugadoss
Christian Poelitz
Ian Drosos
Vu Le
Nick McKenna
Carina Negreanu
Chris Parnin
Advait Sarkar
ELM
ALM
255
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16 Aug 2024
Can Language Models Use Forecasting Strategies?
Sarah Pratt
Seth Blumberg
Pietro K. Carolino
Meredith Ringel Morris
ELM
276
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06 Jun 2024
Large Language Models are Inconsistent and Biased Evaluators
Rickard Stureborg
Dimitris Alikaniotis
Yoshi Suhara
ALM
404
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02 May 2024
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Marah Abdin
Sam Ade Jacobs
A. A. Awan
J. Aneja
Ahmed Hassan Awadallah
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Li Zhang
Yi Zhang
Yue Zhang
Yunan Zhang
Xiren Zhou
LRM
ALM
605
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22 Apr 2024
LLM Evaluators Recognize and Favor Their Own Generations
Arjun Panickssery
Samuel R. Bowman
Shi Feng
417
354
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15 Apr 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yifan Xu
Xiao Liu
Xinghan Liu
Zhenyu Hou
Yueyan Li
...
Aohan Zeng
Zhengxiao Du
Wenyi Zhao
Jie Tang
Yuxiao Dong
LRM
231
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03 Apr 2024
Data Interpreter: An LLM Agent For Data Science
Sirui Hong
Yizhang Lin
Bang Liu
Bangbang Liu
Binhao Wu
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Jinhao Tu
Yaying Fei
Yuheng Cheng
Zongze Xu
Chenglin Wu
LLMAG
AI4CE
431
147
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28 Feb 2024
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
Xinyi He
Mengyu Zhou
Weishuai Zeng
Xiaojun Ma
Rui Ding
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Ran Jia
Xu Chen
Shi Han
Zejian Yuan
Dongmei Zhang
LMTD
230
43
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21 Dec 2023
Humans vs Large Language Models: Judgmental Forecasting in an Era of Advanced AI
International Journal of Forecasting (IJF), 2023
Mahdi Abolghasemi
Odkhishig Ganbold
Kristian Rotaru
292
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12 Dec 2023
Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament
P. Schoenegger
Peter S. Park
ELM
AI4TS
235
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17 Oct 2023
Understanding the Effects of RLHF on LLM Generalisation and Diversity
International Conference on Learning Representations (ICLR), 2023
Robert Kirk
Ishita Mediratta
Christoforos Nalmpantis
Jelena Luketina
Eric Hambro
Edward Grefenstette
Roberta Raileanu
AI4CE
ALM
559
261
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10 Oct 2023
Large Language Models as Data Preprocessors
Haochen Zhang
Yuyang Dong
Chuan Xiao
Masafumi Oyamada
172
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30 Aug 2023
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation
Proceedings of the VLDB Endowment (PVLDB), 2023
Dawei Gao
Haibin Wang
Yaliang Li
Xiuyu Sun
Yichen Qian
Bolin Ding
Jingren Zhou
AI4TS
526
476
0
29 Aug 2023
Code Llama: Open Foundation Models for Code
Baptiste Rozière
Jonas Gehring
Fabian Gloeckle
Sten Sootla
Itai Gat
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Hugo Touvron
Louis Martin
Nicolas Usunier
Thomas Scialom
Gabriel Synnaeve
ELM
ALM
464
2,808
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24 Aug 2023
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
International Conference on Learning Representations (ICLR), 2023
Aojun Zhou
Ke Wang
Zimu Lu
Weikang Shi
Sichun Luo
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Shaoqing Lu
Anya Jia
Linqi Song
Mingjie Zhan
Jiaming Song
ReLM
LRM
177
196
0
15 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron
Louis Martin
Kevin R. Stone
Peter Albert
Amjad Almahairi
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Sharan Narang
Aurelien Rodriguez
Robert Stojnic
Sergey Edunov
Thomas Scialom
AI4MH
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18 Jul 2023
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding
International Conference on Computational Linguistics (COLING), 2023
Zichen Liu
Xuyuan Liu
Yanlong Wen
Guoqing Zhao
Fen Xia
Xiaojie Yuan
156
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29 May 2023
Large Language Models are not Fair Evaluators
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Peiyi Wang
Lei Li
Liang Chen
Zefan Cai
Dawei Zhu
Binghuai Lin
Yunbo Cao
Qi Liu
Tianyu Liu
Zhifang Sui
ALM
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29 May 2023
Querying Large Language Models with SQL
International Conference on Extending Database Technology (EDBT), 2023
Mohammed Saeed
Nicola De Cao
Paolo Papotti
261
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Large Language Models are few(1)-shot Table Reasoners
Findings (Findings), 2022
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275
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CodeT: Code Generation with Generated Tests
International Conference on Learning Representations (ICLR), 2022
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Fengji Zhang
A. Nguyen
Daoguang Zan
Zeqi Lin
Jian-Guang Lou
Weizhu Chen
329
447
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21 Jul 2022
Evaluating Large Language Models Trained on Code
Mark Chen
Jerry Tworek
Heewoo Jun
Qiming Yuan
Henrique Pondé
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Bob McGrew
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Sam McCandlish
Ilya Sutskever
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ELM
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Language Models are Few-Shot Learners
Neural Information Processing Systems (NeurIPS), 2020
Tom B. Brown
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Melanie Subbiah
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An Evaluation of Change Point Detection Algorithms
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Christopher K. I. Williams
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298
202
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