Paper Citation Record · LEDGER

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning

As of 7 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 3 inbound Pith citation observations for arXiv:2505.21354.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.21354 v2

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:35:58.332904Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:48:52.372383Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T10:54:36.292171Z

Reference resolution

63 of 63 outbound references displayed

verified exact3
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8851d845-14bd-410d-b0cc-bf2012b374cd · outbound

This paper cites Enhancing multiple-choice question answering through sequential fine-tuning and curriculum learning strategies.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Enhancing multiple-choice question answering through sequential fine-tuning and curriculum learning strategies

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:18.833761Z

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Observation 8600f7f3-815b-48d2-8ac3-1ffac026731f · outbound

This paper cites A seq2seq-based approach to question answering over knowledge bases.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning A seq2seq-based approach to question answering over knowledge bases

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:18.502624Z

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Observation d4094523-7204-4a38-9d20-f646647a4d33 · outbound

This paper cites Qa dataset explosion: A taxonomy of nlp resources for question answering and reading comprehension.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Qa dataset explosion: A taxonomy of nlp resources for question answering and reading comprehension

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:18.212619Z

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Observation 008fa829-38aa-4454-9bdd-a8c28c70b47b · outbound

This paper cites Ask me: A question answering system via dynamic memory networks.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Ask me: A question answering system via dynamic memory networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:17.920925Z

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Observation 43b0cf24-010b-4154-a8eb-0bcf08ff03ff · outbound

This paper cites A goal-driven tree-structured neural model for math word problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning A goal-driven tree-structured neural model for math word problems

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:17.612251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ad62dc8-66dd-43ab-bbc5-909ac7b78293 · outbound

This paper cites Teacher-student networks with multiple decoders for solving math word problem.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Teacher-student networks with multiple decoders for solving math word problem

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:17.346877Z

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Observation 77378579-5fe6-4515-b87d-ccfca2c06b86 · outbound

This paper cites Mwp-bert: Numeracy-augmented pre-training for math word problem solving.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Mwp-bert: Numeracy-augmented pre-training for math word problem solving

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:17.131973Z

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Observation eeafc885-9365-4334-8be1-8f6bd6ee5fd0 · outbound

This paper cites Template- based math word problem solvers with recursive neural networks.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Template- based math word problem solvers with recursive neural networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:16.963985Z

Source-reported events for the cited work

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Observation e6d485ba-ff5a-470a-a1a6-0a549a150e01 · outbound

This paper cites Graph-to-tree learning for solving math word problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Graph-to-tree learning for solving math word problems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:16.780074Z

Source-reported events for the cited work

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Observation 9319b5da-d2f8-48b0-8f8c-e39ede38c5a8 · outbound

This paper cites Solving math word problems with multi-encoders and multi-decoders.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Solving math word problems with multi-encoders and multi-decoders

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:16.515749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 87a85faa-8ea2-4ccd-a7b1-3360007957ac · outbound

This paper cites Some challenges and grand challenges for computational intelligence.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Some challenges and grand challenges for computational intelligence

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:16.226682Z

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Observation 1c1db8b7-4c8f-4a35-8831-83c0bc4a8131 · outbound

This paper cites Mathbot–a deep learning based elementary school math word problem solver.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Mathbot–a deep learning based elementary school math word problem solver

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:16.003993Z

Source-reported events for the cited work

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Observation 3b7962d4-768e-4320-a469-0d32f8fcc6ed · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Training Verifiers to Solve Math Word Problems

Reference 13

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Observation 57218e2c-76df-457c-9acb-43dfc6b8d106 · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 14

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Source-reported events for the cited work

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Observation d5def083-0891-4bd8-a4d1-06ebfd8c36ad · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 15

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Source-reported events for the cited work

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Observation 674e35c4-97d9-43f0-9e43-0cfb4edf6dbb · outbound

This paper cites List of languages by total number of speakers, 2024.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning List of languages by total number of speakers, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:15.782650Z

Source-reported events for the cited work

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Observation c65fac9d-886f-4510-b384-9a7b661ae28a · outbound

This paper cites Gpt-4o: A new multimodal ai model, 2024.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Gpt-4o: A new multimodal ai model, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:15.669620Z

Source-reported events for the cited work

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Observation 0d46136d-2df9-4a59-961d-14a70417d229 · outbound

This paper cites Gpt-3.5 turbo model documentation, 2023.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Gpt-3.5 turbo model documentation, 2023

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:15.521933Z

Source-reported events for the cited work

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Observation 8fc2c86b-ab4c-45cd-9690-806e2696735b · outbound

This paper cites Llama 3: Open and efficient foundation language models, 2024.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Llama 3: Open and efficient foundation language models, 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:15.320714Z

Source-reported events for the cited work

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Observation 2a362c75-9771-42b8-90bc-21d20f3e98b4 · outbound

This paper cites Deepseek platform documentation, 2025.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Deepseek platform documentation, 2025

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:15.131908Z

Source-reported events for the cited work

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Observation 9a54243e-cd0a-4aca-8ddb-0abab117bf25 · outbound

This paper cites Qwen chat interface, 2025.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Qwen chat interface, 2025

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:14.978805Z

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Observation 8214b294-4a30-4636-b521-9d6ffbd1e15e · outbound

This paper cites Empowering bengali education with ai: Solving bengali math word problems through transformer models.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Empowering bengali education with ai: Solving bengali math word problems through transformer models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:40:14.839511Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83bfabbc-7f61-498b-b0c5-77c8b2ae0a01 · outbound

This paper cites Deep neural solver for math word problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Deep neural solver for math word problems

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:03.908391Z

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Observation d635a67e-b8d4-4848-8659-2bd2654c77bf · outbound

This paper cites Variational Neural Machine Translation.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Variational Neural Machine Translation

Reference 25

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Observation 6d94e38e-7064-4095-8477-46bcd989d057 · outbound

This paper cites Neural math word problem solver with reinforcement learning.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Neural math word problem solver with reinforcement learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:03.714581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1be61eb5-4e0b-406a-a17c-4c93a2d86f73 · outbound

This paper cites Graph-to-tree learning for solving math word problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Graph-to-tree learning for solving math word problems

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:03.504952Z

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Observation 6abb0704-619e-4892-8b48-f3b3aca39bdf · outbound

This paper cites Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem

Reference 28

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Source-reported events for the cited work

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Observation 98692119-05b8-43c7-8810-f682f09fe786 · outbound

This paper cites Solving math word problems with multi-encoders and multi-decoders.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Solving math word problems with multi-encoders and multi-decoders

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:03.316551Z

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Observation 1729d80a-e88c-46a7-943b-d25b5dfb7f04 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 31

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Observation 75d3f937-d22c-46dd-aaad-76669dd15dc9 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 32

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Observation 7ae23613-e2fa-4952-a748-2d27d9f27953 · outbound

This paper cites Language models are unsupervised multitask learners.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Language models are unsupervised multitask learners

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:54.957922Z

Source-reported events for the cited work

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Observation 8c2e10b2-72be-4269-abf7-51451dbe5732 · outbound

This paper cites Transformers as Soft Reasoners over Language.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Transformers as Soft Reasoners over Language

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.046610Z

Source-reported events for the cited work

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This paper cites RuleBert: Teaching Soft Rules to Pre-trained Language Models.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning RuleBert: Teaching Soft Rules to Pre-trained Language Models

Reference 35

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Observation 8b52942e-51d8-4d71-8420-7d1f87d99aed · outbound

This paper cites Explainable multi-hop verbal reasoning through internal monologue.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Explainable multi-hop verbal reasoning through internal monologue

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:03.055518Z

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Observation 2fdc9d83-014e-4887-a8ac-1bff9f9c4eeb · outbound

This paper cites MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.424825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e3c613-84d7-46a2-b281-9f5a66256335 · outbound

This paper cites Math Word Problem Solving by Generating Linguistic Variants of Problem Statements.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Math Word Problem Solving by Generating Linguistic Variants of Problem Statements

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:35:59.646307Z

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Observation 7266a69d-9224-4f81-b5f4-c84110831ecf · outbound

This paper cites Translating a Math Word Problem to an Expression Tree.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Translating a Math Word Problem to an Expression Tree

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.619929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ae65c6-c61e-4181-8e15-9bea9da0f5f9 · outbound

This paper cites A goal-driven tree-structured neural model for math word problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning A goal-driven tree-structured neural model for math word problems

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:02.904115Z

Source-reported events for the cited work

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Observation 56c67967-314b-4e1f-8737-6692d35ffde6 · outbound

This paper cites WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:35:59.362226Z

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Observation eb929e99-d3ad-4b0c-a971-a10a344d65d1 · outbound

This paper cites Making Large Language Models Better Reasoners with Step-Aware Verifier.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 42

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Source-reported events for the cited work

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Observation 7548603f-a226-4256-8d9b-08ca34e75e25 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.983498Z

Source-reported events for the cited work

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Observation b2888d39-e4c4-4ff9-ab40-37e5e404228e · outbound

This paper cites Can Rationalization Improve Robustness?.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Can Rationalization Improve Robustness?

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:56.075498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dcd28d4-2c9b-41c4-9472-608f808ae460 · outbound

This paper cites Training classifiers with natural language explanations.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Training classifiers with natural language explanations

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:02.655164Z

Source-reported events for the cited work

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Observation 46bad65e-d4ff-4c1d-a223-612eaf007a0c · outbound

This paper cites Benefits of intermediate annotations in reading comprehension.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Benefits of intermediate annotations in reading comprehension

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:02.398713Z

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Observation fb660a95-cfa5-4119-88b2-4192771532ba · outbound

This paper cites annotator rationales.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning annotator rationales

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:56.358021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ffd2ebd-bd41-4916-b83b-f8a13badb217 · outbound

This paper cites Refining language models with compositional explanations.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Refining language models with compositional explanations

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:02.134801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f27e3ed-8edb-4f89-8dd0-76adb2938146 · outbound

This paper cites When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:56.530678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84be5499-14e1-4446-a285-c66c0a160a6b · outbound

This paper cites Dream: Uncovering mental models behind language models.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Dream: Uncovering mental models behind language models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:01.828908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d60b5adc-1150-4d64-8609-2c6d81ba5bc7 · outbound

This paper cites Learning with Latent Language.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Learning with Latent Language

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:56.712731Z

Source-reported events for the cited work

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Observation 29694b7a-987b-47e9-8c7f-3aaccbf56254 · outbound

This paper cites e-snli: Natural language inference with natural language explanations.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning e-snli: Natural language inference with natural language explanations

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:01.521485Z

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This paper cites Explain Yourself! Leveraging Language Models for Commonsense Reasoning.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Explain Yourself! Leveraging Language Models for Commonsense Reasoning

Reference 53

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Observation 7a13c995-b724-4140-bf5a-d58e0a8215c4 · outbound

This paper cites Star: Bootstrapping reasoning with reasoning.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Star: Bootstrapping reasoning with reasoning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.021123Z

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This paper cites Language models are few-shot learners.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Language models are few-shot learners

Reference 55

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This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.337437Z

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Observation b6245449-8ca9-492f-b0bd-28c16528a617 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Finetuned Language Models Are Zero-Shot Learners

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.497124Z

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This paper cites Multitask Prompted Training Enables Zero-Shot Task Generalization.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.623456Z

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Observation 3595d4e4-9e4d-401a-8538-859fe51b632e · outbound

This paper cites Training language models to follow instructions with human feedback.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Training language models to follow instructions with human feedback

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.688686Z

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Observation 9e866d84-ed8f-4612-90af-5ec2ce918ba7 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.789016Z

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Observation 78e30e36-b975-45b1-bc5f-ba9282264e09 · outbound

This paper cites Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:57.925049Z

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Observation 0f9a0883-cd8d-4e81-b7fe-4965d132c61b · outbound

This paper cites MEGA: Multilingual Evaluation of Generative AI.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning MEGA: Multilingual Evaluation of Generative AI

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:58.052500Z

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Observation 99a19119-5971-4d99-b1c3-3eadeff14aa0 · outbound

This paper cites Fine-tuning gpt-3.5 models, 2023.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Fine-tuning gpt-3.5 models, 2023

Reference 63

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Observation 97879762-e93c-46b4-8c7b-b17d59014c8d · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning LoRA: Low-Rank Adaptation of Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:58.230504Z

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Unavailable: canonical work link unavailable.

Observation 82dc3964-827a-49eb-afae-1569592376d5 · outbound

This paper cites Lora: Low-rank adaptation of large language models, 2024.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Lora: Low-rank adaptation of large language models, 2024

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:36:00.832899Z

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Pith citing papers

Observation bb1a6417-046d-41cf-8d28-d87ddfef7b66 · inbound

BenHalluEval: A Multi-Task Hallucination Evaluation Framework for Large Language Models on Bengali cites this paper.

BenHalluEval: A Multi-Task Hallucination Evaluation Framework for Large Language Models on Bengali Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.016588Z

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Observation 7b7828bc-40f4-41ef-b827-963edcc30c44 · inbound

BenHalluEval: A Multi-Task Hallucination Evaluation Framework for Large Language Models on Bengali cites this paper.

Reference 4

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Observation c627aa7e-3546-45aa-901f-aea399da88e1 · inbound

GSM-Plus-BN: A Perturbation-Based Benchmark for Bangla Mathematical Reasoning in Large Language Models cites this paper.

GSM-Plus-BN: A Perturbation-Based Benchmark for Bangla Mathematical Reasoning in Large Language Models Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T05:48:52.372383Z

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