Sathwik Tejaswi Madhusudhan

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authored 9 papers about 17 hours ago

ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval

Paper • 2511.00903 • Published Nov 2, 2025

Apriel-H1: Towards Efficient Enterprise Reasoning Models

Paper • 2511.02651 • Published Nov 4, 2025

BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning

Paper • 2508.09804 • Published Aug 13, 2025

Apriel-1.5-15b-Thinker

Paper • 2510.01141 • Published Oct 1, 2025 • 120

AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs

Paper • 2509.08031 • Published Sep 9, 2025 • 21

Apriel-Nemotron-15B-Thinker

Paper • 2508.10948 • Published Aug 13, 2025 • 6

Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA

Paper • 2505.16293 • Published May 22, 2025 • 3

Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels

Paper • 2406.17415 • Published Jun 25, 2024

DNA Bench: When Silence is Smarter -- Benchmarking Over-Reasoning in Reasoning LLMs

Paper • 2503.15793 • Published Mar 20, 2025

authored 7 papers about 1 year ago

DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning

Paper • 2402.10168 • Published Feb 15, 2024

Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences

Paper • 2403.07230 • Published Mar 12, 2024

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models

Paper • 2406.16783 • Published Jun 24, 2024 • 4

BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks

Paper • 2412.04626 • Published Dec 5, 2024 • 13

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models

Paper • 2407.16221 • Published Jul 23, 2024 • 1

SynthCypher: A Fully Synthetic Data Generation Framework for Text-to-Cypher Querying in Knowledge Graphs

Paper • 2412.12612 • Published Dec 17, 2024 • 4

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding

Paper • 2502.01341 • Published Feb 3, 2025 • 39