Title
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods Zhuo Zhang Yuanhang Yang Yong Dai Lizhen Qu Zenglin Xu FedML 48 66 0 20 Dec 2022
On Improving Summarization Factual Consistency from Natural Language Feedback Yixin Liu Budhaditya Deb Milagro Teruel Aaron L Halfaker Dragomir R. Radev Ahmed Hassan Awadallah HILM 29 35 0 20 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 60 100 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei Xu 29 63 0 19 Dec 2022
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 48 363 0 19 Dec 2022
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 37 33 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 71 311 0 19 Dec 2022
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling Mingzhu Cai Siqi Bao Xin Tian H. He Fan Wang Hua Wu 25 5 0 19 Dec 2022
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 22 367 0 19 Dec 2022
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation Chandra Bhagavatula Jena D. Hwang Doug Downey Ronan Le Bras Ximing Lu Lianhui Qin Keisuke Sakaguchi Swabha Swayamdipta Peter West Yejin Choi 28 34 0 19 Dec 2022
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 38 294 0 19 Dec 2022
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning Sayan Ghosh Rakesh R Menon Shashank Srivastava 30 2 0 18 Dec 2022
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Chen Zhang L. F. D’Haro Qiquan Zhang Thomas Friedrichs Haizhou Li 26 7 0 18 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Chenyu You Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 31 133 0 15 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 118 1,495 0 15 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 2022
Editing Models with Task Arithmetic Gabriel Ilharco Marco Tulio Ribeiro Mitchell Wortsman Suchin Gururangan Ludwig Schmidt Hannaneh Hajishirzi Ali Farhadi KELM MoMe MU 74 443 0 08 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 70 331 0 07 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 52 4 0 07 Dec 2022
Talking About Large Language Models Murray Shanahan AI4CE 33 244 0 07 Dec 2022
Understanding How Model Size Affects Few-shot Instruction Prompting Ayrton San Joaquin Ardy Haroen 29 0 0 04 Dec 2022
Can In-context Learners Learn a Reasoning Concept from Demonstrations? Michal Tefnik Marek Kadlcík LRM 16 5 0 03 Dec 2022
Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He Xuechen Li Da Yu Huishuai Zhang Janardhan Kulkarni Y. Lee A. Backurs Nenghai Yu Jiang Bian 30 46 0 03 Dec 2022
Extensible Prompts for Language Models on Zero-shot Language Style Customization Tao Ge Jing Hu Li Dong Shaoguang Mao Yanqiu Xia Xun Wang Si-Qing Chen Furu Wei VLM 51 6 0 01 Dec 2022
Time-Efficient Reward Learning via Visually Assisted Cluster Ranking David Zhang Micah Carroll Andreea Bobu Anca Dragan 24 4 0 30 Nov 2022
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 21 11 0 30 Nov 2022
Fine-tuning language models to find agreement among humans with diverse preferences Michiel A. Bakker Martin Chadwick Hannah R. Sheahan Michael Henry Tessler Lucy Campbell-Gillingham ... Nat McAleese Amelia Glaese John Aslanides M. Botvinick Christopher Summerfield ALM 49 215 0 28 Nov 2022
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models Peter Henderson E. Mitchell Christopher D. Manning Dan Jurafsky Chelsea Finn 25 47 0 27 Nov 2022
Actively Learning Costly Reward Functions for Reinforcement Learning André Eberhard Houssam Metni G. Fahland A. Stroh Pascal Friederich OffRL 41 0 0 23 Nov 2022
HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang Yi Mao Pengcheng He Weizhu Chen 31 30 0 22 Nov 2022
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu Huiqiang Jiang Haonan Yin Börje F. Karlsson Chin-Yew Lin 40 10 0 21 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 94 1,711 0 17 Nov 2022
UPTON: Preventing Authorship Leakage from Public Text Release via Data Poisoning Ziyao Wang Thai Le Dongwon Lee 36 1 0 17 Nov 2022
Ignore Previous Prompt: Attack Techniques For Language Models Fábio Perez Ian Ribeiro SILM 51 403 0 17 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 88 0 16 Nov 2022
GAMMT: Generative Ambiguity Modeling Using Multiple Transformers Xingcheng Xu 30 0 0 16 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 27 7 0 15 Nov 2022
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang Shuibai Zhang Libo Qin Yafu Li Yidong Wang Hanmeng Liu Jindong Wang Xingxu Xie Yue Zhang ELM 54 79 0 15 Nov 2022
A taxonomic system for failure cause analysis of open source AI incidents Nikiforos Pittaras Sean McGregor 21 9 0 14 Nov 2022
Measuring Reliability of Large Language Models through Semantic Consistency Harsh Raj Domenic Rosati S. Majumdar HILM 24 30 0 10 Nov 2022
The CRINGE Loss: Learning what language not to model Leonard Adolphs Tianyu Gao Jing Xu Kurt Shuster Sainbayar Sukhbaatar Jason Weston MU 31 35 0 10 Nov 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models Evangelia Spiliopoulou Artidoro Pagnoni Yonatan Bisk Eduard H. Hovy LRM ReLM 35 10 0 10 Nov 2022
LMentry: A Language Model Benchmark of Elementary Language Tasks Avia Efrat Or Honovich Omer Levy 34 20 0 03 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 21 835 0 03 Nov 2022
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions Alexey Skrynnik Zoya Volovikova Marc-Alexandre Côté Anton Voronov Artem Zholus ... Milagro Teruel Ahmed Hassan Awadallah Aleksandr I. Panov Andrey Kravchenko Julia Kiseleva LM&Ro 64 11 0 01 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 33 34 0 01 Nov 2022
GPS: Genetic Prompt Search for Efficient Few-shot Learning Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM 14 28 0 31 Oct 2022
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels Weiyan Shi Emily Dinan Kurt Shuster Jason Weston Jing Xu 52 19 0 28 Oct 2022