DEXTER: A Benchmark for open-domain Complex Question Answering using
LLMs

DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs

24 June 2024

Venktesh V. Deepali Prabhu

Papers citing "DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs"

10 / 10 papers shown

Title
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 36 0 0 16 May 2025
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning Kiran Purohit Venktesh V Raghuram Devalla Krishna Mohan Yerragorla Sourangshu Bhattacharya Avishek Anand LRM 32 1 0 06 Nov 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding Zheng Zhao Emilio Monti Jens Lehmann H. Assem 42 24 0 04 May 2024
Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning Jinyuan Wang Junlong Li Hai Zhao LRM ReLM 54 20 0 20 Oct 2023
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 141 15 0 22 Oct 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering Priyanka Sen Alham Fikri Aji Amir Saffari LRM 102 61 0 04 Oct 2022
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 202 186 0 21 Sep 2021
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs Zihao Wang hang Yin Yangqiu Song 36 30 0 18 Sep 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 677 0 06 Jan 2021