INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages

INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages

18 July 2024

Vishwajeet Kumar

Ashish Mittal

Ganesh Ramakrishnan

Papers citing "INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages"

8 / 8 papers shown

Title
IndicSQuAD: A Comprehensive Multilingual Question Answering Dataset for Indic Languages Sharvi Endait Ruturaj Ghatage Aditya Kulkarni Rajlaxmi Patil Raviraj Joshi 20 0 0 06 May 2025
Long-context Non-factoid Question Answering in Indic Languages Ritwik Mishra R. Shah Ponnurangam Kumaraguru 24 0 0 18 Apr 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages A. Vats Rahul Raja Mrinal Mathur Vinija Jain Aman Chadha 68 1 0 01 Feb 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus Raviraj Joshi Kanishk Singla Anusha Kamath Raunak Kalani Rakesh Paul Utkarsh Vaidya Sanjay Singh Chauhan Niranjan Wartikar Eileen Long SyDa CLL 23 2 0 18 Oct 2024
L3Cube-IndicQuest: A Benchmark Question Answering Dataset for Evaluating Knowledge of LLMs in Indic Context Pritika Rohera Chaitrali Ginimav Akanksha Salunke Gayatri Sawant Raviraj Joshi 22 1 0 13 Sep 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 306 0 05 Feb 2024
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 720 0 17 Apr 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 239 489 0 16 Oct 2019