WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation

16 January 2022

Yejin Choi

Papers citing "WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation"

50 / 177 papers shown

Title
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan MingSung Kan LMTD 20 12 0 24 May 2023
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions Anthony Chen Panupong Pasupat Sameer Singh Hongrae Lee Kelvin Guu 32 40 0 24 May 2023
Drafting Event Schemas using Language Models Anisha Gunjal Greg Durrett AI4TS 27 6 0 24 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 23 96 0 23 May 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations Alexander Miserlis Hoyle Rupak Sarkar Pranav Goel Philip Resnik AI4CE 46 12 0 23 May 2023
Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals Ananth Balashankar Xuezhi Wang Yao Qin Ben Packer Nithum Thain Jilin Chen Ed H. Chi Alex Beutel 22 0 0 22 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang W. Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 32 37 0 22 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 38 24 0 22 May 2023
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation Joe Stacey Marek Rei 22 2 0 22 May 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy Na Li Zied Bouraoui Steven Schockaert 32 9 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 42 116 0 22 May 2023
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization Ting Wu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang 46 2 0 20 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 36 357 0 19 May 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 29 71 0 18 May 2023
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales Brihi Joshi Ziyi Liu Sahana Ramnath Aaron Chan Zhewei Tong Shaoliang Nie Qifan Wang Yejin Choi Xiang Ren HAI LRM 34 29 0 11 May 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning Siyu Yuan Jiangjie Chen Ziquan Fu Xuyang Ge Soham Shah C. R. Jankowski Yanghua Xiao Deqing Yang 43 47 0 09 May 2023
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge Phillip Howard Junlin Wang Vasudev Lal Gadi Singer Yejin Choi Swabha Swayamdipta 37 9 0 08 May 2023
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements Jiacheng Liu Wenya Wang Dianzhuo Wang Noah A. Smith Yejin Choi Hannaneh Hajishirzi VLM 41 48 0 05 May 2023
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction Ashish Sharma Kevin Rushton Inna Wanyin Lin David Wadden Khendra G. Lucas Adam S. Miner Theresa Nguyen Tim Althoff 73 71 0 04 May 2023
Stance Detection: A Practical Guide to Classifying Political Beliefs in Text Michael Burnham 27 13 0 02 May 2023
We're Afraid Language Models Aren't Modeling Ambiguity Alisa Liu Zhaofeng Wu Julian Michael Alane Suhr Peter West Alexander Koller Swabha Swayamdipta Noah A. Smith Yejin Choi 63 90 0 27 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Bernard Ghanem Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 32 401 0 31 Mar 2023
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning Namrata Shivagunde Vladislav Lialin Anna Rumshisky 23 1 0 29 Mar 2023
WiCE: Real-World Entailment for Claims in Wikipedia Ryo Kamoi Tanya Goyal Juan Diego Rodriguez Greg Durrett 41 80 0 02 Mar 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 47 48 0 28 Feb 2023
ScatterShot: Interactive In-context Example Curation for Text Transformation Tongshuang Wu Hua Shen Daniel S. Weld Jeffrey Heer Marco Tulio Ribeiro 19 24 0 14 Feb 2023
Investigating Multi-source Active Learning for Natural Language Inference Ard Snijders Douwe Kiela Katerina Margatina 24 7 0 14 Feb 2023
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities Ali Modarressi Hossein Amirkhani Mohammad Taher Pilehvar 26 2 0 06 Feb 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen ReLM LRM 43 67 0 01 Feb 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 38 628 0 31 Jan 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang Jun Wang Mingwen Dong Lin Pan Henghui Zhu ... William Yang Wang Zhiguo Wang Vittorio Castelli Patrick K. L. Ng Bing Xiang OOD 41 34 0 21 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 24 61 0 08 Jan 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions Yizhong Wang Yeganeh Kordi Swaroop Mishra Alisa Liu Noah A. Smith Daniel Khashabi Hannaneh Hajishirzi ALM SyDa LRM 27 2,055 0 20 Dec 2022
DISCO: Distilling Counterfactuals with Large Language Models Zeming Chen Qiyue Gao Antoine Bosselut Ashish Sabharwal Kyle Richardson 34 25 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq R. Joty Boyang Albert Li Lidong Bing 24 233 0 20 Dec 2022
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations Valentina Pyatkin Jena D. Hwang Vivek Srikumar Ximing Lu Liwei Jiang Yejin Choi Chandra Bhagavatula 29 33 0 20 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
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
AGRO: Adversarial Discovery of Error-prone groups for Robust Optimization Bhargavi Paranjape Pradeep Dasigi Vivek Srikumar Luke Zettlemoyer Hannaneh Hajishirzi 36 7 0 02 Dec 2022
Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh Assaf Arbelle Sivan Harary Rameswar Panda Roei Herzig ... Donghyun Kim Raja Giryes Rogerio Feris S. Ullman Leonid Karlinsky VLM CoGe 53 70 0 21 Nov 2022
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations Swarnadeep Saha Peter Hase Nazneen Rajani Joey Tianyi Zhou LRM 23 14 0 14 Nov 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 39 1 0 08 Nov 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference S. Rajaee Yadollah Yaghoobzadeh Mohammad Taher Pilehvar 36 5 0 07 Nov 2022
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task Nyoungwoo Lee chaeHun Park Ho-Jin Choi Jaegul Choo 22 6 0 31 Oct 2022
Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models Mozes van de Kar Mengzhou Xia Danqi Chen Mikel Artetxe 39 19 0 26 Oct 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar Peter West Sachin Kumar Yulia Tsvetkov Yejin Choi 20 19 0 25 Oct 2022
Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models Chaitanya Malaviya Sudeep Bhatia Mark Yatskar 29 4 0 24 Oct 2022
Lexical Generalization Improves with Larger Models and Longer Training Elron Bandel Yoav Goldberg Yanai Elazar 55 6 0 23 Oct 2022
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation Phillip Howard Gadi Singer Vasudev Lal Yejin Choi Swabha Swayamdipta CML 55 25 0 22 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 76 72 0 22 Oct 2022