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

24 June 2024

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

8 / 8 papers shown

Title
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding Zheng Zhao Emilio Monti Jens Lehmann H. Assem 42 21 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 37 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 122 14 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 97 61 0 04 Oct 2022
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 194 184 0 21 Sep 2021
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs Zihao W. Wang Hang Yin Yangqiu Song 24 29 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 229 961 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 245 671 0 06 Jan 2021