Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2004.04487
Cited By
Injecting Numerical Reasoning Skills into Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
9 April 2020
Mor Geva
Ankit Gupta
Jonathan Berant
AIMat
LRM
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Injecting Numerical Reasoning Skills into Language Models"
50 / 140 papers shown
Vision-LLMs for Spatiotemporal Traffic Forecasting
Ning Yang
Hengyu Zhong
Haijun Zhang
Randall Berry
AI4TS
172
1
0
13 Oct 2025
Reasoning Under Uncertainty: Exploring Probabilistic Reasoning Capabilities of LLMs
Mobina Pournemat
Keivan Rezaei
Gaurang Sriramanan
Arman Zarei
Jiaxiang Fu
Yang Wang
Hamid Eghbalzadeh
Soheil Feizi
LRM
236
3
0
12 Sep 2025
Intermediate Languages Matter: Formal Languages and LLMs affect Neurosymbolic Reasoning
International Conference on Semantic Systems (i-Semantics), 2025
Alexander Beiser
David Penz
Nysret Musliu
LRM
209
0
0
04 Sep 2025
Benchmarking Gaslighting Negation Attacks Against Reasoning Models
B. Zhu
Hailong Yin
Yue Yu
Yu Jiang
LRM
414
2
0
11 Jun 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models
Ali Forootani
OffRL
LRM
AI4CE
367
15
0
22 Mar 2025
The KoLMogorov Test: Compression by Code Generation
International Conference on Learning Representations (ICLR), 2025
Ori Yoran
Kunhao Zheng
Fabian Gloeckle
Jonas Gehring
Gabriel Synnaeve
Taco Cohen
317
4
0
18 Mar 2025
Mathematical Language Models: A Survey
Wen Liu
Hanglei Hu
Jie Zhou
Yuyang Ding
Junsong Li
...
Mengliang He
Qin Chen
Bo Jiang
Aimin Zhou
Liang He
LRM
683
24
0
03 Jan 2025
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Kiran Purohit
Venktesh V
Raghuram Devalla
Krishna Mohan Yerragorla
Sourangshu Bhattacharya
Avishek Anand
LRM
302
7
0
06 Nov 2024
Number Cookbook: Number Understanding of Language Models and How to Improve It
International Conference on Learning Representations (ICLR), 2024
Haotong Yang
Yi Hu
Shijia Kang
Zhouchen Lin
Muhan Zhang
LRM
595
38
0
06 Nov 2024
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models
Jonas Zausinger
Lars Pennig
Anamarija Kozina
Sean Sdahl
Julian Sikora
...
Anna Ketteler
Thorben Prein
Vishwa Mohan Singh
Michael Morris Danziger
Jannis Born
462
6
0
04 Nov 2024
Gem: Gaussian Mixture Model Embeddings for Numerical Feature Distributions
International Conference on Extending Database Technology (EDBT), 2024
Hafiz Tayyab Rauf
Alex Bogatu
N. Paton
André Freitas
258
2
0
09 Oct 2024
Path-Consistency with Prefix Enhancement for Efficient Inference in LLMs
Jiace Zhu
Yingtao Shen
Yingtao Shen
Jie Zhao
An Zou
LLMAG
LRM
459
7
0
25 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning
Ye Yuan
Chengwu Liu
Jingyang Yuan
Gongbo Sun
Siqi Li
Ming Zhang
LRM
497
19
0
09 Aug 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems
Satya Almasian
Milena Bruseva
Michael Gertz
244
2
0
14 Jul 2024
How to Leverage Digit Embeddings to Represent Numbers?
Jasivan Sivakumar
N. Moosavi
198
5
0
01 Jul 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Akshay Paruchuri
Jake Garrison
Shun Liao
John Hernandez
Jacob Sunshine
Tim Althoff
Xin Liu
Daniel J. McDuff
LRM
237
23
0
18 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Yu Zhang
Xiusi Chen
Sara Szymkuć
Sheng Wang
Shuiwang Ji
Wei Wang
Jiawei Han
475
102
0
16 Jun 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
Avi Caciularu
Alon Jacovi
Eyal Ben-David
Sasha Goldshtein
Tal Schuster
Jonathan Herzig
G. Elidan
Amir Globerson
LMTD
265
7
0
05 Jun 2024
Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasks
Mahdi Sabbaghi
George Pappas
Hamed Hassani
Surbhi Goel
348
10
0
04 Jun 2024
Can Large Language Models put 2 and 2 together? Probing for Entailed Arithmetical Relationships
D. Panas
S. Seth
V. Belle
ReLM
LRM
236
6
0
30 Apr 2024
Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models
Vishruth Veerendranath
Vishwa Shah
Kshitish Ghate
319
0
0
22 Apr 2024
DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness
Yuqi Wang
Zeqiang Wang
Wei Wang
Qi Chen
Kaizhu Huang
Anh Nguyen
Suparna De
178
4
0
14 Apr 2024
Improving Language Model Reasoning with Self-motivated Learning
International Conference on Language Resources and Evaluation (LREC), 2024
Yunlong Feng
Yang Xu
Libo Qin
Yasheng Wang
Wanxiang Che
LRM
ReLM
277
8
0
10 Apr 2024
Laying Anchors: Semantically Priming Numerals in Language Modeling
Mandar Sharma
Rutuja Murlidhar Taware
Pravesh Koirala
Nikhil Muralidhar
Naren Ramakrishnan
334
4
0
02 Apr 2024
LaPuda: LLM-Enabled Policy-Based Query Optimizer for Multi-modal Data
Yifan Wang
Haodi Ma
Daisy Zhe Wang
396
2
0
20 Mar 2024
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems
The Web Conference (WWW), 2024
Anuja Tayal
Aman Tyagi
251
12
0
18 Mar 2024
Training Table Question Answering via SQL Query Decomposition
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
ReLM
LMTD
246
1
0
19 Feb 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
Dingzirui Wang
Longxu Dou
Xuanliang Zhang
Qingfu Zhu
Wanxiang Che
LRM
304
3
0
16 Feb 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs
Yebowen Hu
Kaiqiang Song
Sangwoo Cho
Xiaoyang Wang
H. Foroosh
Dong Yu
Fei Liu
467
12
0
15 Feb 2024
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
IEEE International Conference on Data Engineering (ICDE), 2023
Yuncheng Huang
Qi He
Jiaqing Liang
Sihang Jiang
Yanghua Xiao
Yunwen Chen
LRM
195
5
0
29 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges
Qingyao Li
Lingyue Fu
Weiming Zhang
Xianyu Chen
Jingwei Yu
Wei Xia
Weinan Zhang
Ruiming Tang
Yong Yu
AI4Ed
ELM
419
46
0
27 Dec 2023
Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation?
Tim Hartill
Joshua Bensemann
Michael Witbrock
Patricia Riddle
KELM
241
0
0
21 Nov 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mubashara Akhtar
Abhilash Shankarampeta
Vivek Gupta
Arpit Patil
O. Cocarascu
Elena Simperl
LRM
ReLM
LMTD
ELM
276
43
0
03 Nov 2023
In-Context Ability Transfer for Question Decomposition in Complex QA
Venktesh V
Sourangshu Bhattacharya
Avishek Anand
LRM
ReLM
287
5
0
26 Oct 2023
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zheyuan Zhang
Shane Storks
Fengyuan Hu
Sungryull Sohn
Moontae Lee
Honglak Lee
Joyce Chai
LRM
273
4
0
24 Oct 2023
LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions
Andre Niyongabo Rubungo
Craig Arnold
Barry P. Rand
Adji Bousso Dieng
AI4CE
308
40
0
21 Oct 2023
Estimating Numbers without Regression
Avijit Thawani
Jay Pujara
Ashwin Kalyan
220
1
0
09 Oct 2023
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
International Conference on Learning Representations (ICLR), 2023
Kazem Meidani
Parshin Shojaee
Chandan K. Reddy
A. Farimani
398
35
0
03 Oct 2023
Evaluating the Deductive Competence of Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
S. M. Seals
V. Shalin
ELM
ReLM
LRM
322
18
0
11 Sep 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
Tim Hartill
N. Tan
Michael Witbrock
Patricia J. Riddle
ReLM
KELM
LRM
291
4
0
02 Aug 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks
ACM Journal on Computing and Cultural Heritage (JOCCH), 2023
Omri Suissa
M. Zhitomirsky-Geffet
Avshalom Elmalech
296
2
0
30 Jul 2023
Learning Multi-Step Reasoning by Solving Arithmetic Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Tianduo Wang
Wei Lu
ReLM
LRM
224
17
0
02 Jun 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jasivan Sivakumar
N. Moosavi
ReLM
LRM
288
6
0
27 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
International Conference on Language Resources and Evaluation (LREC), 2023
Oana Ignat
Zhijing Jin
Artem Abzaliev
Laura Biester
Santiago Castro
...
Verónica Pérez-Rosas
Siqi Shen
Zekun Wang
Winston Wu
Amélie Reymond
LRM
365
8
0
21 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Deepanway Ghosal
Preksha Nema
A. Raghuveer
LMTD
LRM
252
6
0
19 May 2023
Human Behavioral Benchmarking: Numeric Magnitude Comparison Effects in Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Raj Sanjay Shah
Vijay Marupudi
Reba Koenen
Khushi Bhardwaj
Sashank Varma
385
11
0
18 May 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Mandar Sharma
Nikhil Muralidhar
Naren Ramakrishnan
CLL
225
5
0
14 May 2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning
Qianying Liu
Dongsheng Yang
Wenjie Zhong
Fei Cheng
Sadao Kurohashi
AIMat
237
0
0
12 May 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model
Neural Information Processing Systems (NeurIPS), 2023
Michael Hanna
Ollie Liu
Alexandre Variengien
LRM
1.1K
196
0
30 Apr 2023
Evaluating Transformer Language Models on Arithmetic Operations Using Number Decomposition
International Conference on Language Resources and Evaluation (LREC), 2023
Matteo Muffo
A. Cocco
Enrico Bertino
ReLM
212
29
0
21 Apr 2023
1
2
3
Next
Page 1 of 3
