Title
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise Zheng-Wen Lin Yeyun Gong Yelong Shen Tong Wu Zhihao Fan Chen Lin Nan Duan Weizhu Chen AI4CE DiffM VLM 35 61 0 22 Dec 2022
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning Zhiyang Xu Ying Shen Lifu Huang MLLM 32 110 0 21 Dec 2022
Task Ambiguity in Humans and Language Models Alex Tamkin Kunal Handa Ava Shrestha Noah D. Goodman UQLM 44 22 0 20 Dec 2022
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 37 380 0 20 Dec 2022
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 51 1 0 20 Dec 2022
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models Jingjing Xu Qingxiu Dong Hongyi Liu Lei Li ALM LRM 33 1 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Chenyu You Boyang Albert Li Lidong Bing 26 233 0 20 Dec 2022
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods Zhuo Zhang Yuanhang Yang Yong Dai Lizhen Qu Zenglin Xu FedML 46 65 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 58 99 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 27 279 0 19 Dec 2022
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 29 62 0 19 Dec 2022
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 48 361 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 22 364 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 23 34 0 19 Dec 2022
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 38 291 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 24 132 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 97 1,477 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 72 435 0 08 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 70 327 0 07 Dec 2022
Talking About Large Language Models Murray Shanahan AI4CE 23 242 0 07 Dec 2022
Understanding How Model Size Affects Few-shot Instruction Prompting Ayrton San Joaquin Ardy Haroen 21 0 0 04 Dec 2022
Can In-context Learners Learn a Reasoning Concept from Demonstrations? Michal Tefnik Marek Kadlcík LRM 13 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
Time-Efficient Reward Learning via Visually Assisted Cluster Ranking David Zhang Micah Carroll Andreea Bobu Anca Dragan 24 4 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 46 215 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 23 47 0 27 Nov 2022
Actively Learning Costly Reward Functions for Reinforcement Learning André Eberhard Houssam Metni G. Fahland A. Stroh Pascal Friederich OffRL 35 0 0 23 Nov 2022
HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang Yi Mao Pengcheng He Weizhu Chen 16 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 32 10 0 21 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 72 1,699 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 51 397 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 87 0 16 Nov 2022
GAMMT: Generative Ambiguity Modeling Using Multiple Transformers Xingcheng Xu 24 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 44 79 0 15 Nov 2022
A taxonomic system for failure cause analysis of open source AI incidents Nikiforos Pittaras Sean McGregor 13 9 0 14 Nov 2022
Measuring Reliability of Large Language Models through Semantic Consistency Harsh Raj Domenic Rosati S. Majumdar HILM 22 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 23 34 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 32 10 0 10 Nov 2022
LMentry: A Language Model Benchmark of Elementary Language Tasks Avia Efrat Or Honovich Omer Levy 29 19 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 21 829 0 03 Nov 2022