Model: along26/mpnet-base-manglish-triplet
Author: along26
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:10000, loss:TripletLoss, en, arxiv:1908.10084, arxiv:1703.07737, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:10000, loss:TripletLoss
base_model: microsoft/mpnet-base
widget: source_sentence: Why have critics called for a thorough investigation of Najib Razak's involvement in the 1MDB scandal, despite his repeated denials of wrongdoing?
sentences: Untuk melakukan analisis diskriminasi linear, kita perlu mengira vektor min untuk setiap kelas, matriks kovarians, dan songsangan matriks kovarians.

Purata vektor untuk setiap kelas:
Kelas 0: μ0 = ( (1+2+3+4)/4 , (6+5+7+10)/4 ) = (2.5, 7)
Kelas 1: μ1 = ( (3+4+5+6)/4 , (2+3+1+3)/4 ) = (4.5, 2.25)

Matriks kovarians:
Pertama, kita mengira matriks sisihan untuk setiap kelas:
Kelas 0:
[
(1-2.5, 6-7),
(2-2.5, 5-7),
(3-2.5, 7-7),
(4-2.5, 10-7)
]
=>
[
(-1.5, -1),
(-0.5, -2),
(0.5, 0),
(1.5, 3)
]

Kelas 1:
[
(3-4.5, 2-2.25),
(4-4.5, 3-2.25),
(5-4.5, 1-2.25),
(6-4.5, 3-2.25)
]
=>
[
(-1.5, -0.25),
(-0.5, 0.75),
(0.5, -1.25),
(1.5, 0.75)
]

Sekarang, kita mengira matriks kovarians untuk setiap kelas:
Cov0 = (1/(4-1)) * (Σ (sisihan0 * sisihan0.T))
Cov1 = (1/(4-1)) * (Σ (sisihan1 * sisihan1.T))

Cov0 =
[
(1/3) * ((-1.5)^2 + (-0.5)^2 + (0.5)^2 + (1.5)^2), (1/3) * ((-1.5)*(-1) + (-0.5)*(-2) + (0.5)*(0) + (1.5)*(3)),
(1/3) * ((-1)*(-1.5) + (-2)*(-0.5) + (0)*(0.5) + (3)*(1.5)), (1/3) * ((-1)^2 + (-2)^2 + (0)^2 + (3)^2)
]
=>
[
(1.5, 1.5),
(1.5, 3)
]

Cov1 =
[
(1/3) * ((-1.5)^2 + (-0.5)^2 + (0.5)^2 + (1.5)^2), (1/3) * ((-1.5)*(-0.25) + (-0.5)*(0.75) + (0.5)*(-1.25) + (1.5)*(0.75)),
(1/3) * ((-0.25)*(-1.5) + (0.75)*(-0.5) + (-1.25)*(0.5) + (0.75)*(1.5)), (1/3) * ((-0.25)^2 + (0.75)^2 + (-1.25)^2 + (0.75)^2)
]
=>
[
(1.5, 0.5),
(0.5, 1)
]

Sekarang, kita mengira matriks kovarians terkumpul:
Cov_pooled = (1/2) * (Cov0 + Cov1)
=>
[
(1/2) * (1.5 + 1.5), (1/2) * (1.5 + 0.5),
(1/2) * (1.5 + 0.5), (1/2) * (3 + 1)
]
=>
[
(1.5, 1),
(1, 2)
]

Sekarang, kita mengira songsangan matriks kovarians terkumpul:
Cov_pooled_inv =
[
(2, -1),
(-1, 1.5)
]

Sekarang, kita boleh mengira pekali persamaan sempadan:
a = (μ1 - μ0) * Cov_pooled_inv
=>
[
(4.5 - 2.5, 2.25 - 7)
]
*
[
(2, -1),
(-1, 1.5)
]
=>
[
(2, -4.75)
]
*
[
(2, -1),
(-1, 1.5)
]
=>
(2*2 + (-4.75)*(-1), 2*(-1) + (-4.75)*1.5)
=>
(4 + 4.75, -2 - 7.125)
=>
(8.75, -9.125)

b = -0.5 * (μ1 * Cov_pooled_inv * μ1.T - μ0 * Cov_pooled_inv * μ0.T)
=>
-0.5 * (
(4.5*2 + 2.25*(-1))*(4.5) + (2.5*2 + 7*(-1))*(2.5)
)
=>
-0.5 * (
(9 - 2.25)*4.5 + (5 - 7)*2.5
)
=>
-0.5 * (
(6.75)*4.5 + (-2)*2.5
)
=>
-0.5 * (
30.375 - 5
)
=>
-0.5 * 25.375
=>
-12.6875

Jadi, persamaan sempadan ialah:
8.75x1 - 9.125x2 - 12.6875 = 0, Mengapa pengkritik meminta siasatan menyeluruh terhadap penglibatan Najib Razak dalam skandal 1MDB, walaupun beliau berulang kali menafikan kesalahan?, How have plants evolved to adapt to different environmental conditions such as high altitude, arctic regions, deserts, and wetlands?, source_sentence: How has the Malaysian Anti-Corruption Commission (MACC) been perceived in its efforts to investigate corruption allegations against Najib Razak and his administration?
sentences: Bagaimanakah Suruhanjaya Pencegahan Rasuah Malaysia (SPRM) dilihat dalam usahanya menyiasat dakwaan rasuah terhadap Najib Razak dan pentadbirannya?, Untuk mencari perubahan entalpi piawai bagi pengewapan metana, kita perlu mempertimbangkan haba pengewapan. Haba pengewapan ialah tenaga yang diperlukan untuk menukar bahan daripada fasa cecair kepada fasa gasnya pada suhu dan tekanan yang tetap. Dalam kes ini, haba pengewapan untuk metana diberikan sebagai 8.18 kJ/mol.

Entalpi pembentukan piawai ialah perubahan tenaga apabila satu mol bahan terbentuk daripada unsur konstituennya dalam keadaan piawainya. Walau bagaimanapun, nilai ini tidak berkaitan secara langsung dengan proses pengewapan.

Oleh itu, perubahan entalpi piawai untuk pengewapan metana adalah sama dengan haba pengewapannya, iaitu 8.18 kJ/mol., How can gene therapy be used to treat genetically inherited disorders and what are the potential risks and benefits of this approach?, source_sentence: Malaysia has made some progress in environmental protection, but there is still a lack of emphasis on this issue, resulting in frequent cases of pollution and natural resource depletion.

One of the main reasons for this is the continued prioritization of economic growth over environmental protection. According to the World Bank, Malaysia's Gross Domestic Product (GDP) grew at an average rate of 5.4% per year from 2000 to 2018. While this economic growth has brought prosperity to many, it has also led to increased environmental degradation.

For example, Malaysia is one of the world's largest producers of palm oil, which is a major driver of deforestation in the country. According to a report by the World Wildlife Fund (WWF), Malaysia lost 14.4% of its forest cover between 2001 and 2018, largely due to the expansion of oil palm plantations.

Air pollution is also a significant problem in Malaysia. According to the World Air Quality Index, as of 2021, several cities in Malaysia, including Kuala Lumpur, Johor Bahru, and Kuching, regularly experience unhealthy levels of air pollution. In 2019, the Malaysian government declared a state of emergency in the southern state of Johor due to severe air pollution caused by slash-and-burn practices in neighboring Indonesia.

Water pollution is another concern, with industrial and agricultural activities contributing to the contamination of rivers and other water sources. According to a report by the Malaysian Department of Environment, in 2019, there were 5,777 cases of pollution reported, with industrial effluents being the main source of pollution.

Despite these challenges, there are signs that Malaysia is taking steps to address environmental issues. The government has implemented various regulations and policies aimed at protecting the environment, such as the Environmental Quality Act 1974 and the National Policy on the Environment 2012. In addition, there are numerous non-governmental organizations and community groups working to raise awareness and promote sustainable practices.

However, more needs to be done to prioritize environmental protection and address the root causes of pollution and natural resource depletion. This will require a shift in mindset, as well as greater investment in sustainable technologies and practices. By taking a more proactive approach to environmental protection, Malaysia can ensure a healthier and more prosperous future for all its citizens.
sentences: To develop a more efficient method for the synthesis of quantum dots using environmentally friendly and cost-effective materials, we can follow these steps:

1. Selection of environmentally friendly materials: Choose materials that are abundant, non-toxic, and have low environmental impact. For example, instead of using heavy metal-based quantum dots like CdSe or PbS, we can opt for carbon-based quantum dots (CQDs) or silicon-based quantum dots (SiQDs). These materials are more eco-friendly and have lower toxicity.

2. Green synthesis methods: Employ green chemistry principles in the synthesis process to minimize waste, energy consumption, and the use of hazardous chemicals. Some green synthesis methods include:

   a. Hydrothermal synthesis: This method involves the use of water as a solvent and high temperature and pressure conditions to synthesize quantum dots. It is a relatively simple and eco-friendly method that can produce high-quality quantum dots.

   b. Microwave-assisted synthesis: This method uses microwave radiation to heat the reaction mixture, which can significantly reduce the reaction time and energy consumption. It also allows for better control over the size and shape of the quantum dots.

   c. Sol-gel synthesis: This method involves the formation of a gel-like network from a solution of precursors, followed by drying and heat treatment to form quantum dots. The sol-gel process can be carried out at relatively low temperatures and can produce quantum dots with uniform size distribution.

3. Size and shape control: Develop methods to control the size and shape of the quantum dots, as these factors greatly influence their optical and electronic properties. Techniques such as seed-mediated growth, ligand-assisted reprecipitation, and size-selective precipitation can be employed to achieve better control over the size and shape of the quantum dots.

4. Surface functionalization: Modify the surface of the quantum dots with eco-friendly ligands or capping agents to improve their stability, biocompatibility, and dispersibility in various solvents. This can also help in tuning their optical properties and enhancing their performance in various applications.

5. Scale-up and cost reduction: Develop scalable and cost-effective synthesis methods to produce quantum dots in large quantities without compromising their quality. This can be achieved by optimizing the reaction conditions, using low-cost precursors, and employing continuous flow synthesis techniques.

6. Recycling and waste management: Implement strategies for recycling and waste management to minimize the environmental impact of the synthesis process. This includes recycling solvents, recovering unreacted precursors, and treating waste products to reduce their toxicity.

By following these steps, we can develop a more efficient method for the synthesis of quantum dots using environmentally friendly and cost-effective materials, which can pave the way for their widespread use in various applications, such as solar cells, LEDs, and bioimaging., Malaysia telah membuat beberapa kemajuan dalam perlindungan alam sekitar, tetapi masih terdapat kekurangan penekanan terhadap isu ini, mengakibatkan kes pencemaran dan kekurangan sumber asli yang kerap.

Salah satu sebab utama untuk ini ialah keutamaan pertumbuhan ekonomi yang berterusan berbanding perlindungan alam sekitar. Menurut Bank Dunia, Keluaran Dalam Negara Kasar (KDNK) Malaysia berkembang pada kadar purata 5.4% setahun dari 2000 hingga 2018. Walaupun pertumbuhan ekonomi ini telah membawa kemakmuran kepada ramai, ia juga telah membawa kepada peningkatan kemerosotan alam sekitar.

Sebagai contoh, Malaysia adalah salah satu pengeluar minyak sawit terbesar di dunia, yang merupakan pemacu utama penebangan hutan di negara ini. Menurut laporan oleh Tabung Hidupan Liar Sedunia (WWF), Malaysia kehilangan 14.4% daripada perlindungan hutannya antara 2001 dan 2018, sebahagian besarnya disebabkan oleh pengembangan ladang kelapa sawit.

Pencemaran udara juga merupakan masalah yang ketara di Malaysia. Menurut Indeks Kualiti Udara Sedunia, setakat 2021, beberapa bandar di Malaysia, termasuk Kuala Lumpur, Johor Bahru, dan Kuching, kerap mengalami tahap pencemaran udara yang tidak sihat. Pada 2019, kerajaan Malaysia mengisytiharkan darurat di negeri selatan Johor akibat pencemaran udara yang teruk disebabkan oleh amalan potong dan bakar di negara jiran Indonesia.

Pencemaran air adalah satu lagi kebimbangan, dengan aktiviti perindustrian dan pertanian menyumbang kepada pencemaran sungai dan sumber air lain. Menurut laporan oleh Jabatan Alam Sekitar Malaysia, pada 2019, terdapat 5,777 kes pencemaran dilaporkan, dengan effluent industri menjadi sumber utama pencemaran.

Walaupun menghadapi cabaran ini, terdapat tanda-tanda bahawa Malaysia sedang mengambil langkah untuk menangani isu alam sekitar. Kerajaan telah melaksanakan pelbagai peraturan dan dasar yang bertujuan untuk melindungi alam sekitar, seperti Akta Kualiti Alam Sekitar 1974 dan Dasar Kebangsaan Alam Sekitar 2012. Selain itu, terdapat banyak pertubuhan bukan kerajaan dan kumpulan masyarakat yang berusaha untuk meningkatkan kesedaran dan mempromosikan amalan mampan.

Walau bagaimanapun, lebih banyak perlu dilakukan untuk mengutamakan perlindungan alam sekitar dan menangani punca pencemaran dan kekurangan sumber semula jadi. Ini memerlukan perubahan dalam minda, serta pelaburan yang lebih besar dalam teknologi dan amalan mampan. Dengan mengambil pendekatan yang lebih proaktif terhadap perlindungan alam sekitar, Malaysia boleh memastikan masa depan yang lebih sihat dan makmur untuk semua rakyatnya., Bagaimanakah kehilangan pendebunga tertentu menjejaskan kejayaan pembiakan spesies tumbuhan tertentu dalam ekosistem tertentu, dan apakah kemungkinan akibat ekologi kesan ini?, source_sentence: Using Bell numbers to solve this problem is not the most appropriate method, as Bell numbers are used to count the number of ways to partition a set into non-empty subsets. Instead, we can use the principle of inclusion-exclusion to solve this problem.

Let's denote the number of employees in each department as follows:
- Department 1: A = 4 employees
- Department 2: B = 6 employees
- Department 3: C = 8 employees
- Department 4: D = 5 employees
- Department 5: E = 7 employees

To select at least one person from each department, we can use the principle of inclusion-exclusion. First, we find the total number of ways to select employees without any restrictions, which is the product of the number of ways to select employees from each department, including the possibility of selecting no one:

Total ways = (A + 1)(B + 1)(C + 1)(D + 1)(E + 1) = (4 + 1)(6 + 1)(8 + 1)(5 + 1)(7 + 1) = 5 * 7 * 9 * 6 * 8 = 15120

Now, we need to subtract the number of ways to select employees with at least one department not represented. Since there are 5 departments, there are 5 ways to exclude one department:

Ways to exclude 1 department = 5 * (A * B * C * D * E) = 5 * (4 * 6 * 8 * 5 * 7) = 33600

However, we have double-counted the cases where two departments are excluded, so we need to add back those cases. There are 10 ways to exclude two departments (5 choose 2):

Ways to exclude 2 departments = 10 * (A * B * C * D) = 10 * (4 * 6 * 8 * 5) = 9600

Finally, we need to subtract the cases where three departments are excluded, which is 10 ways (5 choose 3):

Ways to exclude 3 departments = 10 * (A * B * C) = 10 * (4 * 6 * 8) = 1920

Now, we can use the principle of inclusion-exclusion to find the number of ways to select at least one person from each department:

Ways to select at least one person from each department = Total ways - Ways to exclude 1 department + Ways to exclude 2 departments - Ways to exclude 3 departments = 15120 - 33600 + 9600 - 1920 = -16800 + 7680 = -9120

However, this result is negative, which indicates that we have made an error in our calculations. The principle of inclusion-exclusion requires us to alternate between adding and subtracting cases, but we have not done so correctly. Let's correct the calculation:

Ways to select at least one person from each department = Total ways - Ways to exclude 1 department + Ways to exclude 2 departments - Ways to exclude 3 departments = 15120 - 33600 + 9600 - 1920 = 15120 - 33600 + 9600 + 1920 = 15120 - 24000 = -8880

This result is still negative, which indicates that there is an error in the problem statement or our approach. In this case, the error is in the problem statement: it is not possible to use Bell numbers to solve this problem, and the principle of inclusion-exclusion does not yield a valid result.
sentences: Menggunakan nombor Bell untuk menyelesaikan masalah ini bukanlah kaedah yang paling sesuai, kerana nombor Bell digunakan untuk mengira bilangan cara untuk membahagikan set kepada subset bukan kosong. Sebaliknya, kita boleh menggunakan prinsip inklusi-pengecualian untuk menyelesaikan masalah ini.

Mari kita nyatakan bilangan pekerja di setiap jabatan seperti berikut:
- Jabatan 1: A = 4 pekerja
- Jabatan 2: B = 6 pekerja
- Jabatan 3: C = 8 pekerja
- Jabatan 4: D = 5 pekerja
- Jabatan 5: E = 7 pekerja

Untuk memilih sekurang-kurangnya seorang daripada setiap jabatan, kita boleh menggunakan prinsip inklusi-pengecualian. Mula-mula, kami mencari jumlah cara untuk memilih pekerja tanpa sebarang sekatan, yang merupakan hasil daripada bilangan cara untuk memilih pekerja daripada setiap jabatan, termasuk kemungkinan untuk tidak memilih sesiapa:

Jumlah cara = (A + 1)(B + 1)(C + 1)(D + 1)(E + 1) = (4 + 1)(6 + 1)(8 + 1)(5 + 1)( 7 + 1) = 5 * 7 * 9 * 6 * 8 = 15120

Sekarang, kita perlu menolak bilangan cara untuk memilih pekerja dengan sekurang-kurangnya satu jabatan tidak diwakili. Oleh kerana terdapat 5 jabatan, terdapat 5 cara untuk mengecualikan satu jabatan:

Cara untuk mengecualikan 1 jabatan = 5 * (A * B * C * D * E) = 5 * (4 * 6 * 8 * 5 * 7) = 33600

Walau bagaimanapun, kami telah mengira dua kali kes di mana dua jabatan dikecualikan, jadi kami perlu menambah semula kes tersebut. Terdapat 10 cara untuk mengecualikan dua jabatan (5 pilih 2):

Cara untuk mengecualikan 2 jabatan = 10 * (A * B * C * D) = 10 * (4 * 6 * 8 * 5) = 9600

Akhir sekali, kita perlu menolak kes di mana tiga jabatan dikecualikan, iaitu 10 cara (5 pilih 3):

Cara untuk mengecualikan 3 jabatan = 10 * (A * B * C) = 10 * (4 * 6 * 8) = 1920

Kini, kita boleh menggunakan prinsip inklusi-pengecualian untuk mencari bilangan cara untuk memilih sekurang-kurangnya seorang daripada setiap jabatan:

Cara untuk memilih sekurang-kurangnya seorang daripada setiap jabatan = Jumlah cara - Cara untuk mengecualikan 1 jabatan + Cara untuk mengecualikan 2 jabatan - Cara untuk mengecualikan 3 jabatan = 15120 - 33600 + 9600 - 1920 = -16800 + 7680 = -9120

Walau bagaimanapun, keputusan ini adalah negatif, yang menunjukkan bahawa kami telah membuat ralat dalam pengiraan kami. Prinsip inklusi-pengecualian memerlukan kita bergilir-gilir antara menambah dan menolak kes, tetapi kita tidak melakukannya dengan betul. Mari betulkan pengiraan:

Cara untuk memilih sekurang-kurangnya seorang daripada setiap jabatan = Jumlah cara - Cara untuk mengecualikan 1 jabatan + Cara untuk mengecualikan 2 jabatan - Cara untuk mengecualikan 3 jabatan = 15120 - 33600 + 9600 - 1920 = 15120 - 33600 + 9600 + 15120 24000 = -8880

Keputusan ini masih negatif, yang menunjukkan bahawa terdapat ralat dalam pernyataan masalah atau pendekatan kami. Dalam kes ini, ralat adalah dalam pernyataan masalah: tidak mungkin menggunakan nombor Bell untuk menyelesaikan masalah ini, dan prinsip inklusi-pengecualian tidak menghasilkan hasil yang sah., Glikosilasi ialah proses pengubahsuaian selepas translasi di mana karbohidrat (gula) ditambah kepada protein. Proses ini memainkan peranan penting dalam struktur dan fungsi protein dalam tubuh manusia. Glikosilasi boleh berlaku di tapak yang berbeza pada protein, dan jenis dan susunan molekul gula boleh berbeza-beza, yang membawa kepada kesan yang pelbagai pada struktur dan fungsi protein. Berikut adalah beberapa cara glikosilasi boleh menjejaskan protein:

1. Lipatan protein: Glikosilasi boleh menggalakkan lipatan protein yang betul dengan menstabilkan strukturnya. Penambahan molekul gula boleh mencipta ikatan hidrogen baharu dan interaksi hidrofobik, yang membantu mengekalkan konformasi tiga dimensi protein. Protein yang dilipat dengan betul adalah penting untuk fungsi biologinya.

2. Kestabilan protein: Glikosilasi boleh meningkatkan kestabilan protein dengan melindunginya daripada degradasi oleh protease. Molekul gula boleh melindungi tulang belakang peptida protein, menjadikannya kurang mudah diakses oleh enzim yang memecahkan protein. Ini boleh memanjangkan separuh hayat protein dan memastikan fungsinya yang betul dalam sel.

3. Keterlarutan protein: Penambahan molekul gula boleh meningkatkan keterlarutan protein, terutamanya dalam persekitaran akueus. Ini penting untuk protein yang perlu dirembeskan atau diangkut melalui aliran darah, kerana ia menghalangnya daripada mengagregat dan membentuk mendapan yang berpotensi berbahaya.

4. Interaksi protein-protein: Glikosilasi boleh memodulasi interaksi protein-protein dengan menyediakan tapak pengikatan tambahan untuk protein lain atau dengan mengubah sifat permukaan protein. Ini boleh mempengaruhi proses seperti isyarat sel, pengecaman imun dan pemerdagangan protein.

5. Penyetempatan selular: Glikosilasi boleh berfungsi sebagai isyarat untuk penyetempatan protein yang betul di dalam sel atau pada permukaan sel. Sebagai contoh, protein glikosilasi boleh dikenali oleh reseptor khusus dalam retikulum endoplasma atau radas Golgi, memastikan pengasingan dan pengangkutan yang betul.

6. Aktiviti biologi: Penambahan molekul gula secara langsung boleh menjejaskan aktiviti biologi sesuatu protein. Sebagai contoh, glikosilasi boleh memodulasi aktiviti enzim dengan mengubah kekhususan substrat atau kecekapan pemangkin. Dalam sesetengah kes, glikosilasi adalah penting untuk fungsi protein, manakala yang lain, ia boleh memperhalusi atau memodulasi aktivitinya.

Ringkasnya, glikosilasi ialah proses kritikal yang boleh memberi kesan ketara kepada struktur, kestabilan, keterlarutan, interaksi, penyetempatan dan fungsi protein dalam tubuh manusia. Disregulasi glikosilasi boleh membawa kepada pelbagai penyakit, termasuk gangguan kongenital glikosilasi, kanser, dan penyakit neurodegeneratif., Despite the increasing prevalence of mental health issues in Malaysia, there is still a significant lack of emphasis on mental health in the country. According to a 2015 study by the Malaysian Ministry of Health, it was estimated that one in three Malaysians suffers from some form of mental health disorder, with depression and anxiety being the most common. However, despite these statistics, mental health is still not given the same level of importance as physical health in Malaysia.

There are several reasons why mental health is not prioritized in Malaysia. One major factor is stigma, which continues to be a significant barrier to seeking help for mental health issues. Many Malaysians still view mental illness as a sign of weakness or a personal failing, rather than a legitimate medical condition. As a result, people are often reluctant to seek help or disclose their mental health status to others.

Another factor is the lack of resources and funding for mental health services. According to a report by the World Health Organization, Malaysia spends less than 1% of its total health budget on mental health, which is significantly lower than the global average. This lack of funding has resulted in a shortage of mental health professionals, limited access to mental health services, and long waiting times for treatment.

In addition, there is a lack of mental health education and awareness in Malaysia. Many people are not aware of the signs and symptoms of mental health disorders, and therefore, may not seek help until it is too late. There is also a lack of mental health education in schools, which means that young people are not being taught the skills and knowledge they need to maintain good mental health.

Furthermore, cultural and religious beliefs also play a role in the lack of emphasis on mental health in Malaysia. In some communities, mental illness is still seen as a taboo subject, and people may be discouraged from seeking help due to fears of being ostracized or judged.

To address the lack of emphasis on mental health in Malaysia, there needs to be a concerted effort to reduce stigma, increase funding for mental health services, and improve mental health education and awareness. This can be achieved through various means, including public awareness campaigns, mental health first aid training, and the integration of mental health education into school curriculums.

In conclusion, despite the increasing number of mental health issues in Malaysia, there is still a significant lack of emphasis on mental health. Factors such as stigma, lack of resources and funding, lack of mental health education and awareness, and cultural and religious beliefs all contribute to this issue. To address this, there needs to be a multi-faceted approach that involves reducing stigma, increasing funding for mental health services, and improving mental health education and awareness., source_sentence: A string of length 10 m and mass 0.01 kg is fixed at both ends. The wave function of the string is given as y(x,t) = 2sin(3x - 4t) where x and y are in meters and t is in seconds. 

What is the tension in the string?
sentences: Apakah peranan masyarakat sivil dan media dalam mendedahkan rasuah dan mempertanggungjawabkan ahli politik di Malaysia?, How has Najib Razak's handling of the economy been criticized, and what impact has this had on his political standing?, Seutas tali panjang 10 m dan berjisim 0.01 kg diikat pada kedua-dua hujungnya. Fungsi gelombang rentetan diberikan sebagai y(x,t) = 2sin(3x - 4t) dengan x dan y dalam meter dan t dalam saat.

Apakah ketegangan dalam tali?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: MPNet base trained on Manglish triplets
results: task: type: triplet
name: Triplet
dataset: name: manglish dev
type: manglish-dev
metrics: type: cosine_accuracy
value: 0
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: manglish test
type: manglish-test
metrics: type: cosine_accuracy
value: 2.8693581043626182e-05
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 22
Created: 2025-11-05 15:32:21