Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts

30 October 2022

Papers citing "Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts"

20 / 20 papers shown

Title
Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks Iman Barati Arash Ghafouri B. Minaei-Bidgoli LRM 39 0 0 10 Jan 2025
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 93 79 0 18 Sep 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 48 5 0 17 Jul 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 20 0 0 24 Jun 2024
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners Bowen Jiang Yangxinyu Xie Zhuoqun Hao Xiaomeng Wang Tanwi Mallick Weijie J. Su Camillo J. Taylor Dan Roth LRM 37 28 0 16 Jun 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 54 4 0 18 Apr 2024
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning Jian Wu Linyi Yang Yuliang Ji Wenhao Huang Börje F. Karlsson Manabu Okumura 10 2 0 17 Feb 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? Bangzheng Li Ben Zhou Fei Wang Xingyu Fu Dan Roth Muhao Chen HILM LRM 9 15 0 16 Nov 2023
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Sihao Chen Hongming Zhang Tong Chen Ben Zhou Wenhao Yu Dian Yu Baolin Peng Hongwei Wang Dan Roth Dong Yu SSL 10 13 0 07 Nov 2023
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models Chengcheng Han Xiaowei Du Che Zhang Yixin Lian Xiang Li Ming Gao Baoyuan Wang LRM 19 14 0 08 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 31 10 0 07 Oct 2023
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight Xiaodong Yu Ben Zhou Dan Roth RALM 19 1 0 09 Aug 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 25 49 0 26 Mar 2023
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes Justin Reppert Ben Rachbach Charlie George Luke Stebbing Ju-Seung Byun Maggie Appleton Andreas Stuhlmuller ReLM LRM 20 16 0 04 Jan 2023
Generic Temporal Reasoning with Differential Analysis and Explanation Yu Feng Ben Zhou Haoyu Wang H. Jin Dan Roth OOD 21 19 0 20 Dec 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 287 196 0 18 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 245 460 0 06 Jan 2021
Temporal Reasoning on Implicit Events from Distant Supervision Ben Zhou Kyle Richardson Qiang Ning Tushar Khot Ashish Sabharwal Dan Roth 144 73 0 24 Oct 2020
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 249 618 0 04 Dec 2018