Paper Citation Record · LEDGER

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

As of 13 August 2026, this Paper Citation Record lists 100 of 133 outbound references and 7 inbound Pith citation observations for arXiv:2412.13702.

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

pith.paper-citation-record.v1
2412.13702 v2

Coverage vector

measured 100 of 133 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:56:13.476676Z

measured 107 of 107 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:52:54.389523Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T16:31:37.207883Z

Reference resolution

100 of 133 outbound references displayed

verified exact1
verified fuzzy0
unresolved99
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a21e2b6-5617-4f28-97c0-b1a51a6e4ecd · outbound

This paper cites write newline.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.923432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed063e37-27e9-4258-bfc3-9f93813cf0e3 · outbound

This paper cites Thai LLM Leaderboard , 2024.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Thai LLM Leaderboard , 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.930760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3365759d-7583-42c0-948c-39e43962d53a · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.936174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d907c12-e2bb-471a-8be6-efc275f65d2c · outbound

This paper cites Evolutionary Optimization of Model Merging Recipes.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Evolutionary Optimization of Model Merging Recipes

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.942230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2165099d-48b1-48ee-9b1d-08f80d5a961b · outbound

This paper cites Ardila, M.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Ardila, M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.947593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6933a09-a252-4a45-a96a-1c2d07021217 · outbound

This paper cites Docling Technical Report.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Docling Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.952668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 442e3103-fba5-4521-a784-eec0fab66179 · outbound

This paper cites Thonburian Whisper: Robust Fine-tuned and Distilled Whisper for T hai.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Thonburian Whisper: Robust Fine-tuned and Distilled Whisper for T hai

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.958625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cac1f78-a34d-4145-bbe6-c11fc73c1543 · outbound

This paper cites Program Synthesis with Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Program Synthesis with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.964236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0856810-3812-4301-8d7e-ce67c2aa1592 · outbound

This paper cites L ong A lign: A Recipe for Long Context Alignment of Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models L ong A lign: A Recipe for Long Context Alignment of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.969538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d29dbd5a-df47-475f-ba74-b2d7d92bdebe · outbound

This paper cites Cosmopedia , February 2024.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Cosmopedia , February 2024

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.974299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30030903-a0aa-4da4-b0d6-59bcf05fffe5 · outbound

This paper cites Larsen, Sean Owen, and Jonathan Frankle.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Larsen, Sean Owen, and Jonathan Frankle

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.979464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924429b0-f5f8-463f-9d24-2cbcdf289842 · outbound

This paper cites IEMOCAP : Interactive emotional dyadic motion capture database.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models IEMOCAP : Interactive emotional dyadic motion capture database

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.984415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1ed734-a8c8-4562-9ee0-5c9a0b7dc9ec · outbound

This paper cites G iga S peech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models G iga S peech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.989397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93c1373-c2b1-42a2-b572-e066ff456daf · outbound

This paper cites M 3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models M 3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.994359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eae9289-e8b5-4f26-b2d2-63f642f05d14 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Evaluating Large Language Models Trained on Code

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:12.999579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff1eceb-afc9-4dff-8bc7-5e7f7c867566 · outbound

This paper cites BEATs : audio pre-training with acoustic tokenizers.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models BEATs : audio pre-training with acoustic tokenizers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.004660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10e56cbd-244d-4b80-b0ac-457205fe30ef · outbound

This paper cites Towards Robust Speech Representation Learning for Thousands of Languages.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Towards Robust Speech Representation Learning for Thousands of Languages

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.009718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8047bfb-0340-4fd1-81f1-3ca9fe57739d · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.015097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8796dc12-ecdf-4d6a-b8a2-8365eb968a0c · outbound

This paper cites Using Knowledge Distillation from Keyword Extraction to Improve the Informativeness of Neural Cross-lingual Summarization.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Using Knowledge Distillation from Keyword Extraction to Improve the Informativeness of Neural Cross-lingual Summarization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.020702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16bf1345-41e2-49f8-a8c2-598899eec1eb · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Training Verifiers to Solve Math Word Problems

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.026107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de20f585-a853-456f-87a4-abd1c4aefef2 · outbound

This paper cites Seamless: Multilingual Expressive and Streaming Speech Translation , 2023.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Seamless: Multilingual Expressive and Streaming Speech Translation , 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.031826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa811c8-6691-417f-aa89-8646feb31940 · outbound

This paper cites FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.036672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb3975b5-04d8-4955-9d16-82f58d369153 · outbound

This paper cites Efficiently Adapting Pretrained Language Models To New Languages.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Efficiently Adapting Pretrained Language Models To New Languages

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.043444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a612e0-51f4-47fd-a3ab-6fc95de7122e · outbound

This paper cites Safe RLHF: Safe Reinforcement Learning from Human Feedback.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Safe RLHF: Safe Reinforcement Learning from Human Feedback

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.049528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2598ac3f-d35d-496c-a937-da6b05106e10 · outbound

This paper cites Ichigo: Mixed-Modal Early-Fusion Realtime Voice Assistant.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Ichigo: Mixed-Modal Early-Fusion Realtime Voice Assistant

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.055293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c22e3d-b02f-4812-bd98-1b9445346cc6 · outbound

This paper cites Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.061391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5836e6b-4cc2-479c-a9fc-7461917be6a9 · outbound

This paper cites Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.066747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f857a8a-5f97-472a-bcfc-2c07c1e65a0e · outbound

This paper cites Sailor: Open Language Models for South-East Asia.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Sailor: Open Language Models for South-East Asia

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.072100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9234d559-44d5-4c3e-9a76-5cff0eff76f5 · outbound

This paper cites Clotho: an Audio Captioning Dataset.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Clotho: an Audio Captioning Dataset

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.077429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02f9e4d8-1345-404a-8365-fde8e928e8a7 · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.082251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d803d949-8a7b-4b11-8281-920848aaf706 · outbound

This paper cites Fsd50k: an open dataset of human-labeled sound events.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Fsd50k: an open dataset of human-labeled sound events

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.088223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 830aa93a-fd79-49bc-984b-04192c43e4aa · outbound

This paper cites Open LLM Leaderboard v2.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Open LLM Leaderboard v2

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.093839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d309f00-152a-4148-b97d-4807f470f5c6 · outbound

This paper cites Gemmeke, Daniel P.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Gemmeke, Daniel P

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.099354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4854cbb5-2f52-47b8-94fa-68480c25145a · outbound

This paper cites Arcee ' s M erge K it: A Toolkit for Merging Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Arcee ' s M erge K it: A Toolkit for Merging Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.105331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 854e143a-4786-4eee-9034-e2364426ca16 · outbound

This paper cites The Llama 3 Herd of Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models The Llama 3 Herd of Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.110890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79f1da2e-a4db-45b9-9386-b0d374e83850 · outbound

This paper cites Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.116493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd80fa1b-a1d6-450a-8d48-781afaddb2b9 · outbound

This paper cites Textbooks Are All You Need.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Textbooks Are All You Need

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.122518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d43ef06-9c11-4b63-b2a4-5de970951cac · outbound

This paper cites WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.128590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4bce039-4850-41a0-b91b-f76014ea492e · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.134851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdab8341-e8c9-4432-9e39-391f534c8a06 · outbound

This paper cites Distilling an End-to-End Voice Assistant Without Instruction Training Data.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Distilling an End-to-End Voice Assistant Without Instruction Training Data

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.139774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 092b5d1a-11f1-48ba-a3bf-f5311a219def · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.145361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44191d2b-0ab3-46c5-8e06-b02b8cd05cd1 · outbound

This paper cites The Benefit of Temporally-Strong Labels in Audio Event Classification.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models The Benefit of Temporally-Strong Labels in Audio Event Classification

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.150443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61d257ff-c6ee-4216-bafc-f1d1f1667459 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Hubert: Self-supervised speech representation learning by masked prediction of hidden units

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.155863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8742898-de0c-413f-a273-447add222340 · outbound

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

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Lo RA : Low-Rank Adaptation of Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.161325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3f096d-6645-4bbb-bb5f-bc00a382cff1 · outbound

This paper cites Automated Design of Agentic Systems.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Automated Design of Agentic Systems

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.166329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b4d8ea-16cd-4d3d-b600-083d89fc9ec5 · outbound

This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.172350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86c42637-a6e4-4b13-8b06-877eaee42365 · outbound

This paper cites The VoiceMOS Challenge 2022.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models The VoiceMOS Challenge 2022

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.177968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 633f53b6-03ca-4130-9f7c-166808d961db · outbound

This paper cites GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.183115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00d0f18c-ea55-46a2-a52e-06db3e9bcba8 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.188636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f65cbbf-9f81-4777-bc4a-d08547f852f4 · outbound

This paper cites BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset , 2023.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset , 2023

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.194224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f948dac8-0b81-4fe7-87ff-6776daf62d3a · outbound

This paper cites Bag of Tricks for Efficient Text Classification.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Bag of Tricks for Efficient Text Classification

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.199846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af05c5ac-8e62-455e-bf35-fbe20154c3c8 · outbound

This paper cites DVQA: Understanding Data Visualizations via Question Answering.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models DVQA: Understanding Data Visualizations via Question Answering

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.205892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf3cb30c-18bf-435b-82fa-f8f3f707ebbe · outbound

This paper cites LLMTest - Needle In A Haystack , 2023.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models LLMTest - Needle In A Haystack , 2023

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.211353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aceee867-9c56-46ec-bf96-eeb0e3141c0c · outbound

This paper cites A Diagram Is Worth A Dozen Images , 2016.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models A Diagram Is Worth A Dozen Images , 2016

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.216301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09b7b96b-8452-42a2-b647-4fb46a8586e4 · outbound

This paper cites AudioCaps: Generating Captions for Audios in The Wild.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models AudioCaps: Generating Captions for Audios in The Wild

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.221884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a27e5217-7408-4584-99b6-21a338c6f0f6 · outbound

This paper cites Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.227012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bf2621-9adb-4f65-9f11-328671bc5ec1 · outbound

This paper cites Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.232345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43f789d2-6b30-44b7-a2f7-0c7fb4f21c86 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.237606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a500a231-cde2-4809-b9c6-eafc8700b4d0 · outbound

This paper cites DataComp- LM : In search of the next generation of training sets for language models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models DataComp- LM : In search of the next generation of training sets for language models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.243501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d623ca-f2da-4286-8f59-019cbf244feb · outbound

This paper cites BLIP-2: bootstrapping language-image pre-training with frozen image encoders and large language models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models BLIP-2: bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.249220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbdfa9e7-8344-4b1b-97b6-152ed3c9e500 · outbound

This paper cites Ryan, Kunat Pipatanakul, Potsawee Manakul, Hao Zhu, and Diyi Yang.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Ryan, Kunat Pipatanakul, Potsawee Manakul, Hao Zhu, and Diyi Yang

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.254069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7041a02b-f42a-4aff-9391-8e6a7f2bd1d3 · outbound

This paper cites Yodas: Youtube-Oriented Dataset for Audio and Speech.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Yodas: Youtube-Oriented Dataset for Audio and Speech

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.258886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5156956-8402-4e8b-a05a-9fdde5eee6a9 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Microsoft COCO: Common Objects in Context

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.264130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537b7f6e-88dc-4a63-b5c2-aa7e6b89b464 · outbound

This paper cites Visual Instruction Tuning.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Visual Instruction Tuning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.269772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f824e85a-f0de-46d2-9eb3-6a5c9b0b5652 · outbound

This paper cites Is Your Code Generated by Chat GPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Is Your Code Generated by Chat GPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.275385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b794a6-b0e7-4bc4-b50f-81569c6d52c3 · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models ToolACE: Winning the Points of LLM Function Calling

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.280423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3cc83c-5974-4a64-aa46-a01d913be323 · outbound

This paper cites MMBench: Is Your Multi-modal Model an All-around Player?.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models MMBench: Is Your Multi-modal Model an All-around Player?

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.285868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 694b1856-66a3-4378-a11a-9c036cd72a26 · outbound

This paper cites OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.291101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6a0b03-85e9-4d59-99bd-f30c1fbc1a08 · outbound

This paper cites APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.297315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac795d2b-d973-4162-977c-8f694404fb90 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.302797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb63e51-5556-42cb-8129-10ff2b0f666a · outbound

This paper cites Enhancing Low-Resource Language and Instruction Following Capabilities of Audio Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Enhancing Low-Resource Language and Instruction Following Capabilities of Audio Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.308933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05331c0d-26e6-46dd-9c0a-f485c2379f1b · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.314806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6950bd-ff20-4344-a12a-1469c83cb0e3 · outbound

This paper cites DocVQA: A Dataset for VQA on Document Images.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models DocVQA: A Dataset for VQA on Document Images

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.320106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8f3dbd-6b50-4fee-84c9-feae380232b0 · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.325431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10eafa72-195e-4a31-959f-d849fe2053fb · outbound

This paper cites OCR-VQA: Visual Question Answering by Reading Text in Images.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models OCR-VQA: Visual Question Answering by Reading Text in Images

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.332292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2118bfb3-fef4-4d99-99d3-05a70254079c · outbound

This paper cites PathummaLLM V 1.0.0 Release.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models PathummaLLM V 1.0.0 Release

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.338237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec975f6-6c21-4879-8f28-9c64097a4ca1 · outbound

This paper cites Basic Statistical Values of O-NET Test Results.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Basic Statistical Values of O-NET Test Results

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.343787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79234968-b734-4b0f-8eef-88a9b22faedc · outbound

This paper cites Scores report of the TPAT1 exam for thai medical schools admission.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Scores report of the TPAT1 exam for thai medical schools admission

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.349420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cbf8c0-901b-4c73-8a0f-9a21e49e0d73 · outbound

This paper cites Basic Statistical Report TGAT/TPAT Examination.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Basic Statistical Report TGAT/TPAT Examination

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.355259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a0bc2d-344b-4248-ad7e-f55d83b5f116 · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Librispeech: an asr corpus based on public domain audio books

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.360669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7810dac4-efd5-4fcf-8f17-df795bed0b2c · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Gorilla: Large Language Model Connected with Massive APIs

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.366021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378e9613-c795-4f7f-95ab-1d4c71907455 · outbound

This paper cites The RefinedWeb Dataset for Falcon LLM : Outperforming Curated Corpora with Web Data Only.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models The RefinedWeb Dataset for Falcon LLM : Outperforming Curated Corpora with Web Data Only

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.372007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd9ac63d-31ca-4d80-9ea0-c1772b27d1d0 · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.377727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea13e72-12f9-43b4-b0ff-f78557ee8cf9 · outbound

This paper cites Ya RN : Efficient Context Window Extension of Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Ya RN : Efficient Context Window Extension of Large Language Models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.383825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3872bd75-c1c4-47be-88ee-8d5fff4711d0 · outbound

This paper cites PyThaiTTS , 2022.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models PyThaiTTS , 2022

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.390235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0420ac4-0dfc-429d-bc38-3c4641d4b642 · outbound

This paper cites Typhoon: Thai Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Typhoon: Thai Large Language Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.396471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabec495-514a-4c80-a3ab-eb7ec64c3eb6 · outbound

This paper cites WangChanGLM — The Multilingual Instruction- Following Model , April 2023.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models WangChanGLM — The Multilingual Instruction- Following Model , April 2023

Reference 87

Resolution: verified exact; doi, observed 2026-08-11T12:56:13.733371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aceff406-b507-4cad-b73f-7d6c192d3cc9 · outbound

This paper cites Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Speech Resynthesis from Discrete Disentangled Self-Supervised Representations

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.409222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3701935-2526-4bf6-9040-f69e691baa70 · outbound

This paper cites Scaling Speech Technology to 1,000+ Languages.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Scaling Speech Technology to 1,000+ Languages

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.415115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c6605d-e710-453e-b138-710bef5be1b6 · outbound

This paper cites UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.421331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 421d7e9c-44c1-4cf5-b526-92bb74ad432a · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.426810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de041b3-2296-47d1-b4c4-f56a2dcf68e0 · outbound

This paper cites openthaigpt/thai-ocr-evaluation.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models openthaigpt/thai-ocr-evaluation

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.432326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7eb0e98-fb15-49a8-9b9f-b80af2ecd81f · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.437759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4bf9972-f4ae-408a-9ebd-b774fa091b74 · outbound

This paper cites SlimPajama-DC: Understanding Data Combinations for LLM Training.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models SlimPajama-DC: Understanding Data Combinations for LLM Training

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.443472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce1587f-15b9-4e18-94b5-bb58ac751ae7 · outbound

This paper cites SEA-LION (Southeast Asian Languages In One Network): A Family of Large Language Models for Southeast Asia.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models SEA-LION (Southeast Asian Languages In One Network): A Family of Large Language Models for Southeast Asia

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.449377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6ab387-6020-4ded-8a99-445f5fdc7e9f · outbound

This paper cites Towards VQA Models That Can Read.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models Towards VQA Models That Can Read

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.454858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1550e6f0-b7d4-4e9e-8786-8949f2ba4de1 · outbound

This paper cites LLM Pruning and Distillation in Practice: The Minitron Approach.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models LLM Pruning and Distillation in Practice: The Minitron Approach

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.460603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d161a355-7260-4f75-9081-986f54584424 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.465811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c86bf5b4-464b-4984-81c1-c4f29f502ef0 · outbound

This paper cites CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.471223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053bd851-2a1a-44ed-86a5-7beb29f69c7f · outbound

This paper cites SALMONN : Towards Generic Hearing Abilities for Large Language Models.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models SALMONN : Towards Generic Hearing Abilities for Large Language Models

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.476676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 93c855d2-5204-418d-b57f-e53e68d4a5c3 · inbound

Typhoon T1: An Open Thai Reasoning Model cites this paper.

Typhoon T1: An Open Thai Reasoning Model Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T22:52:54.389523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa4ed3b6-7d4f-4ad7-95fe-15deadc1726c · inbound

Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe cites this paper.

Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T22:52:27.480570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0305903d-1d7a-47b6-822d-14b70bec697e · inbound

Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR cites this paper.

Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:01.788931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19362386-12fd-43b6-955d-b23e1a8cefdb · inbound

Mangosteen: An Open Thai Corpus for Language Model Pretraining cites this paper.

Mangosteen: An Open Thai Corpus for Language Model Pretraining Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:24.447418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 673bf918-60b9-4a34-b0c1-4645917f6e50 · inbound

XEmoRAG: Cross-Lingual Emotion Transfer with Controllable Intensity Using Retrieval-Augmented Generation cites this paper.

XEmoRAG: Cross-Lingual Emotion Transfer with Controllable Intensity Using Retrieval-Augmented Generation Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T22:17:38.548736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f7c7ab8-2a3a-4871-a4d9-7787a078a5cd · inbound

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages cites this paper.

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:31:37.210307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b612da92-67c7-438d-ab6d-48b0f42d664a · inbound

Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models cites this paper.

Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T23:22:40.218077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.