Tanmay Chavan
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View article: Text Intimacy Analysis using Ensembles of Multilingual Transformers
Text Intimacy Analysis using Ensembles of Multilingual Transformers Open
Intimacy estimation of a given text has recently gained importance due to the increase in direct interaction of NLP systems with humans. Intimacy is an important aspect of natural language and has a substantial impact on our everyday commu…
View article: Empathy and Distress Detection using Ensembles of Transformer Models
Empathy and Distress Detection using Ensembles of Transformer Models Open
This paper presents our approach for the WASSA 2023 Empathy, Emotion and Personality Shared Task. Empathy and distress are human feelings that are implicitly expressed in natural discourses. Empathy and distress detection are crucial chall…
View article: Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection
Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection Open
This paper presents our work for the Violence Inciting Text Detection shared task in the First Workshop on Bangla Language Processing. Social media has accelerated the propagation of hate and violence-inciting speech in society. It is esse…
View article: SenTest: Evaluating Robustness of Sentence Encoders
SenTest: Evaluating Robustness of Sentence Encoders Open
Contrastive learning has proven to be an effective method for pre-training models using weakly labeled data in the vision domain. Sentence transformers are the NLP counterparts to this architecture, and have been growing in popularity due …
View article: My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks Open
The research on code-mixed data is limited due to the unavailability of dedicated code-mixed datasets and pre-trained language models. In this work, we focus on the low-resource Indian language Marathi which lacks any prior work in code-mi…
View article: ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers
ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers Open
Intimacy estimation of a given text has recently gained importance due to the increase in direct interaction of NLP systems with humans. Intimacy is an important aspect of natural language and has a substantial impact on our everyday commu…
View article: PICT-CLRL at WASSA 2023 Empathy, Emotion and Personality Shared Task: Empathy and Distress Detection using Ensembles of Transformer Models
PICT-CLRL at WASSA 2023 Empathy, Emotion and Personality Shared Task: Empathy and Distress Detection using Ensembles of Transformer Models Open
This paper presents our approach for the WASSA 2023 Empathy, Emotion and Personality Shared Task. Empathy and distress are human feelings that are implicitly expressed in natural discourses. Empathy and distress detection are crucial chall…
View article: Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection
Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection Open
This paper presents our work for the Violence Inciting Text Detection shared task in the First Workshop on Bangla Language Processing. Social media has accelerated the propagation of hate and violence-inciting speech in society. It is esse…
View article: My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks Open
The research on code-mixed data is limited due to the unavailability of dedicated code-mixed datasets and pre-trained language models.In this work, we focus on the low-resource Indian language Marathi which lacks any prior work in code-mix…
View article: A Twitter BERT Approach for Offensive Language Detection in Marathi
A Twitter BERT Approach for Offensive Language Detection in Marathi Open
Automated offensive language detection is essential in combating the spread of hate speech, particularly in social media. This paper describes our work on Offensive Language Identification in low resource Indic language Marathi. The proble…
View article: Large Language Models for Multi-label Propaganda Detection
Large Language Models for Multi-label Propaganda Detection Open
The spread of propaganda through the internet has increased drastically over the past years. Lately, propaganda detection has started gaining importance because of the negative impact it has on society. In this work, we describe our approa…
View article: Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection
Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection Open
Pre-training large neural language models, such as BERT, has led to impressive gains on many natural language processing (NLP) tasks. Although this method has proven to be effective for many domains, it might not always provide desirable b…
View article: ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection
ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection Open
The spread of propaganda through the internet has increased drastically over the past years. Lately, propaganda detection has started gaining importance because of the negative impact it has on society. In this work, we describe our approa…
View article: Author response: A CLC-ec1 mutant reveals global conformational change and suggests a unifying mechanism for the CLC Cl–/H+ transport cycle
Author response: A CLC-ec1 mutant reveals global conformational change and suggests a unifying mechanism for the CLC Cl–/H+ transport cycle Open
Article Figures and data Abstract eLife digest Introduction Results Discussion Materials and methods Data availability References Decision letter Author response Article and author information Metrics Abstract Among coupled exchangers, CLC…
View article: Software-Level Accuracy Using Stochastic Computing With\n Charge-Trap-Flash Based Weight Matrix
Software-Level Accuracy Using Stochastic Computing With\n Charge-Trap-Flash Based Weight Matrix Open
The in-memory computing paradigm with emerging memory devices has been\nrecently shown to be a promising way to accelerate deep learning. Resistive\nprocessing unit (RPU) has been proposed to enable the vector-vector outer\nproduct in a cr…
View article: Investigating Conformational Changes to Understand the Transport Mechanism of CLC Chloride/Proton Antiporters
Investigating Conformational Changes to Understand the Transport Mechanism of CLC Chloride/Proton Antiporters Open
View article: Structural characterization of an intermediate reveals a unified mechanism for the CLC Cl<sup>−</sup>/H<sup>+</sup> transport cycle
Structural characterization of an intermediate reveals a unified mechanism for the CLC Cl<sup>−</sup>/H<sup>+</sup> transport cycle Open
Among coupled exchangers, CLCs uniquely catalyze the exchange of oppositely charged ions (Cl − for H + ). Transport-cycle models to describe and explain this unusual mechanism have been proposed based on known CLC structures. While the pro…
View article: Developing a Novel Class of CLC Chloride-Channel Inhibitors
Developing a Novel Class of CLC Chloride-Channel Inhibitors Open
View article: An Outward-Facing Open Conformational State in a CLC Transporter
An Outward-Facing Open Conformational State in a CLC Transporter Open
View article: Author response: Revealing an outward-facing open conformational state in a CLC Cl–/H+ exchange transporter
Author response: Revealing an outward-facing open conformational state in a CLC Cl–/H+ exchange transporter Open
Article Figures and data Abstract eLife digest Introduction Results Discussion Materials and methods Data availability References Decision letter Author response Article and author information Metrics Abstract CLC secondary active transpor…
View article: High-Affinity Interaction of the K-Ras4B Hypervariable Region with the Ras Active Site
High-Affinity Interaction of the K-Ras4B Hypervariable Region with the Ras Active Site Open
View article: Plasma membrane regulates Ras signaling networks
Plasma membrane regulates Ras signaling networks Open
Ras GTPases activate more than 20 signaling pathways, regulating such essential cellular functions as proliferation, survival, and migration. How Ras proteins control their signaling diversity is still a mystery. Several pieces of evidence…
View article: GTP-Dependent K-Ras Dimerization
GTP-Dependent K-Ras Dimerization Open
View article: Author Index
Author Index Open
View article: Intra and Intermolecular Interactions of K-Ras4B: From Structure to Function
Intra and Intermolecular Interactions of K-Ras4B: From Structure to Function Open
Ras proteins are small GTPases that act as signal transducers between cell surface receptors and intracellular signaling cascades. According to the existing paradigm, Ras proteins get activated upon growth factor stimulation of tyrosine ki…
View article: Backbone 1H, and 15N Chemical Shift Assignments for human K-Ras4B-GDP
Backbone 1H, and 15N Chemical Shift Assignments for human K-Ras4B-GDP Open
View article: GTP-dependent K-Ras dimerization
GTP-dependent K-Ras dimerization Open