Cross-Task Generalization via Natural Language Crowdsourcing Instructions

18 April 2021

Daniel Khashabi

Papers citing "Cross-Task Generalization via Natural Language Crowdsourcing Instructions"

50 / 562 papers shown

Title
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 30 77 0 17 Dec 2023
Silkie: Preference Distillation for Large Visual Language Models Lei Li Zhihui Xie Mukai Li Shunian Chen Peiyi Wang Liang Chen Yazheng Yang Benyou Wang Lingpeng Kong MLLM 115 69 0 17 Dec 2023
Distilling Large Language Models for Matching Patients to Clinical Trials Mauro Nievas Aditya Basu Yanshan Wang Hrituraj Singh ELM LM&MA 28 30 0 15 Dec 2023
diff History for Neural Language Agents Ulyana Piterbarg Lerrel Pinto Rob Fergus 29 3 0 12 Dec 2023
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes Zhen Qin Daoyuan Chen Bingchen Qian Bolin Ding Yaliang Li Shuiguang Deng FedML 42 32 0 11 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 40 134 0 10 Dec 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching Zhenting Qi Xiaoyu Tan Shaojie Shi Chao Qu Yinghui Xu Yuan Qi ALM 43 10 0 09 Dec 2023
Sim-GPT: Text Similarity via GPT Annotated Data Shuhe Wang Beiming Cao Shengyu Zhang Xiaoya Li Jiwei Li Fei Wu Guoyin Wang Eduard Hovy 51 2 0 09 Dec 2023
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following Renze Lou Kai Zhang Jian Xie Yuxuan Sun Janice Ahn Hanzi Xu Yu Su Wenpeng Yin 37 26 0 05 Dec 2023
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses Xiao Ma Swaroop Mishra Ariel Liu S. Su Jilin Chen Chinmay Kulkarni Heng-Tze Cheng Quoc V. Le Ed H. Chi LM&Ro 25 37 0 01 Dec 2023
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models Marwa Abdulhai Isadora White Charles Burton Snell Charles Sun Joey Hong Yuexiang Zhai Kelvin Xu Sergey Levine LLMAG OffRL LRM 39 31 0 30 Nov 2023
Zero-shot Conversational Summarization Evaluations with small Large Language Models R. Manuvinakurike Saurav Sahay Sangeeta Manepalli L. Nachman ELM LM&MA 30 0 0 29 Nov 2023
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs Taha İbrahim Aksu Devamanyu Hazarika Shikib Mehri Seokhwan Kim Dilek Z. Hakkani-Tür Yang Liu Mahdi Namazifar 33 2 0 29 Nov 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 47 53 0 28 Nov 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 25 9 0 25 Nov 2023
DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP Dongjun Jang Sangah Lee Sungjoo Byun Jinwoong Kim Jean Seo ... Soyeon Kim Chaeyoung Oh Jaeyoon Kim Hyemi Jo Hyopil Shin ALM 24 0 0 23 Nov 2023
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning Yilun Liu Shimin Tao Xiaofeng Zhao Ming Zhu Wenbing Ma ... Min Zhang Hongxia Ma Li Zhang Hao Yang Yanfei Jiang 36 11 0 22 Nov 2023
On the Calibration of Large Language Models and Alignment Chiwei Zhu Benfeng Xu Quan Wang Yongdong Zhang Zhendong Mao 77 32 0 22 Nov 2023
Data Diversity Matters for Robust Instruction Tuning Alexander Bukharin Tuo Zhao 81 36 0 21 Nov 2023
DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines Chenyu Jiang Zhen Jia Shuai Zheng Yida Wang Chuan Wu MoE AI4CE 25 8 0 17 Nov 2023
Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness Ashim Gupta Rishanth Rajendhran Nathan Stringham Vivek Srikumar Ana Marasović AAML 31 3 0 16 Nov 2023
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation Yao Lu Jiayi Wang Raphael Tang Sebastian Riedel Pontus Stenetorp 38 2 0 16 Nov 2023
Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering Neha Srikanth Rupak Sarkar Heran Mane Elizabeth M. Aparicio Quynh C. Nguyen Rachel Rudinger Jordan Lee Boyd-Graber 19 2 0 16 Nov 2023
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations Wenjie Mo Lyne Tchapmi Qin Liu Jiong Wang Jun Yan Chaowei Xiao Muhao Chen Muhao Chen AAML 67 17 0 16 Nov 2023
TableLlama: Towards Open Large Generalist Models for Tables Tianshu Zhang Xiang Yue Yifei Li Huan Sun LMTD ALM 20 81 0 15 Nov 2023
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts Yunshi Lan Xiang Li Xin Liu Yang Li Wei Qin Weining Qian LRM ReLM 41 24 0 15 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 34 28 0 15 Nov 2023
HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation Junyi Bian Xiaolei Qin Wuhe Zou Mengzuo Huang Congyi Luo Ke Zhang Weidong Zhang LMTD 34 2 0 15 Nov 2023
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 37 31 0 14 Nov 2023
Functionality learning through specification instructions Pedro Henrique Luz de Araujo Benjamin Roth ELM 41 0 0 14 Nov 2023
Are Large Language Models Temporally Grounded? Yifu Qiu Zheng Zhao Yftah Ziser Anna Korhonen Edoardo Ponti Shay B. Cohen LRM 14 8 0 14 Nov 2023
Plum: Prompt Learning using Metaheuristic Rui Pan Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 44 6 0 14 Nov 2023
Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model Jiahao Li Hao Tan Kai Zhang Zexiang Xu Fujun Luan Yinghao Xu Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi 59 254 0 10 Nov 2023
DialogBench: Evaluating LLMs as Human-like Dialogue Systems Jiao Ou Junda Lu Che Liu Yihong Tang Fuzheng Zhang Di Zhang Kun Gai ALM LM&MA 34 14 0 03 Nov 2023
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection Indira Sen Dennis Assenmacher Mattia Samory Isabelle Augenstein Wil M.P. van der Aalst Claudia Wagner 19 19 0 02 Nov 2023
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Taehyeon Kim Joonkee Kim Gihun Lee Se-Young Yun 33 11 0 01 Nov 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 15 25 0 31 Oct 2023
InstructCoder: Instruction Tuning Large Language Models for Code Editing Kaixin Li Qisheng Hu Xu Zhao Hui Chen Yuxi Xie Tiedong Liu Qizhe Xie Junxian He ALM SyDa 44 11 0 31 Oct 2023
Automatic Evaluation of Generative Models with Instruction Tuning Shuhaib Mehri Vered Shwartz ELM ALM 16 1 0 30 Oct 2023
BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing Hieu Tran Zhichao Yang Zonghai Yao Hong-ye Yu ALM LM&MA 40 23 0 30 Oct 2023
TarGEN: Targeted Data Generation with Large Language Models Himanshu Gupta Kevin Scaria Ujjwala Anantheswaran Shreyas Verma Mihir Parmar Saurabh Arjun Sawant Chitta Baral Swaroop Mishra SyDa 38 4 0 27 Oct 2023
From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models Dongjun Kang Joonsuk Park Yohan Jo Jinyeong Bak 31 2 0 27 Oct 2023
Can LLMs Grade Short-Answer Reading Comprehension Questions : An Empirical Study with a Novel Dataset Owen Henkel Libby Hills Bill Roberts Joshua A. McGrane AI4Ed 32 1 0 26 Oct 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction Yizhu Jiao Ming Zhong Sha Li Ruining Zhao Siru Ouyang Heng Ji Jiawei Han 41 25 0 24 Oct 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 41 50 0 23 Oct 2023
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning Wei Chen Qiushi Wang Zefei Long Xianyin Zhang Zhongtian Lu ... Siyuan Wang Jiarong Xu Xiang Bai Xuanjing Huang Zhongyu Wei 83 43 0 23 Oct 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel Justin Payan Swaroop Mishra Mukul Singh Carina Negreanu Christian Poelitz Chitta Baral Subhro Roy Rasika Chakravarthy Benjamin Van Durme E. Nouri LMTD ELM 41 10 0 23 Oct 2023
Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases Rishabh Bhardwaj Soujanya Poria ALM 57 16 0 22 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 21 33 0 22 Oct 2023
Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications Manuel Faysse Gautier Viaud C´eline Hudelot Pierre Colombo 32 9 0 21 Oct 2023