Title
Talking About Large Language Models Murray Shanahan AI4CE 23 242 0 07 Dec 2022
Momentum Decoding: Open-ended Text Generation As Graph Exploration Tian Lan Yixuan Su Shuhang Liu Heyan Huang Xian-Ling Mao 47 5 0 05 Dec 2022
KPT: Keyword-guided Pre-training for Grounded Dialog Generation Qi Zhu Fei Mi Zheng Zhang Yasheng Wang Yitong Li Xin Jiang Qun Liu Xiaoyan Zhu Minlie Huang 24 5 0 04 Dec 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
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 75 735 0 22 Nov 2022
Coreference Resolution through a seq2seq Transition-Based System Bernd Bohnet Chris Alberti Michael Collins 28 39 0 22 Nov 2022
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality Pei Zhou Hyundong Justin Cho Pegah Jandaghi Dong-Ho Lee Bill Yuchen Lin Jay Pujara Xiang Ren 26 31 0 16 Nov 2022
GAMMT: Generative Ambiguity Modeling Using Multiple Transformers Xingcheng Xu 24 0 0 16 Nov 2022
Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Gabriel Orlanski Seonhye Yang Michael Healy ALM 21 5 0 15 Nov 2022
Metaphors We Learn By Roland Memisevic 29 0 0 11 Nov 2022
Collateral facilitation in humans and language models J. Michaelov Benjamin Bergen 19 11 0 09 Nov 2022
Efficiently Scaling Transformer Inference Reiner Pope Sholto Douglas Aakanksha Chowdhery Jacob Devlin James Bradbury Anselm Levskaya Jonathan Heek Kefan Xiao Shivani Agrawal J. Dean 34 295 0 09 Nov 2022
Conciseness: An Overlooked Language Task Felix Stahlberg Aashish Kumar Chris Alberti Shankar Kumar 21 1 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation Yanyang Li Jianqiao Zhao M. Lyu Liwei Wang 21 15 0 03 Nov 2022
Dialect-robust Evaluation of Generated Text Jiao Sun Thibault Sellam Elizabeth Clark Tu Vu Timothy Dozat Dan Garrette Aditya Siddhant Jacob Eisenstein Sebastian Gehrmann 23 19 0 02 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 27 10 0 31 Oct 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
A Solvable Model of Neural Scaling Laws A. Maloney Daniel A. Roberts J. Sully 36 51 0 30 Oct 2022
Solving Math Word Problems via Cooperative Reasoning induced Language Models Xinyu Zhu Junjie Wang Lin Zhang Yuxiang Zhang Ruyi Gan Jiaxing Zhang Yujiu Yang ReLM LRM 30 75 0 28 Oct 2022
Contrastive Search Is What You Need For Neural Text Generation Yixuan Su Nigel Collier 25 50 0 25 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 47 92 0 25 Oct 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding Niranjan Uma Naresh Ziyan Jiang Ankit Sungjin Lee Jie Hao Xing Fan Chenlei Guo 36 6 0 22 Oct 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling Dongsheng Chen Chaofan Tao Lu Hou Lifeng Shang Xin Jiang Qun Liu VLM 29 18 0 21 Oct 2022
Transcending Scaling Laws with 0.1% Extra Compute Yi Tay Jason W. Wei Hyung Won Chung Vinh Q. Tran David R. So ... Donald Metzler Slav Petrov N. Houlsby Quoc V. Le Mostafa Dehghani LRM 44 68 0 20 Oct 2022
The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks Nikil Selvam Sunipa Dev Daniel Khashabi Tushar Khot Kai-Wei Chang ALM 24 25 0 18 Oct 2022
Keep Me Updated! Memory Management in Long-term Conversations Sanghwan Bae Donghyun Kwak Soyoung Kang Min Young Lee Sungdong Kim Yuin Jeong Hyeri Kim Sang-Woo Lee W. Park Nako Sung 43 47 0 17 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 41 257 0 17 Oct 2022
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 74 203 0 14 Oct 2022
Q-TOD: A Query-driven Task-oriented Dialogue System Xin Tian Yingzhan Lin Mengfei Song Siqi Bao Fan Wang H. He Shuqi Sun Hua Wu 26 19 0 14 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 15 6 0 14 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence Chris Callison-Burch Gaurav Singh Tomar Lara J. Martin Daphne Ippolito Suma Bailis David Reitter 24 46 0 13 Oct 2022
Explanations from Large Language Models Make Small Reasoners Better Shiyang Li Jianshu Chen Yelong Shen Zhiyu Zoey Chen Xinlu Zhang ... Jingu Qian Baolin Peng Yi Mao Wenhu Chen Xifeng Yan ReLM LRM 43 129 0 13 Oct 2022
Automatic Chain of Thought Prompting in Large Language Models Zhuosheng Zhang Aston Zhang Mu Li Alexander J. Smola ReLM LRM 67 575 0 07 Oct 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 52 557 0 07 Oct 2022
Learning to Reason With Relational Abstractions A. Nam Mengye Ren Chelsea Finn James L. McClelland ReLM LRM 37 4 0 06 Oct 2022
Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Mohammad Reza Taesiri Finlay Macklon Yihe Wang Hengshuo Shen C. Bezemer ELM LLMAG MLLM 42 13 0 05 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 253 1,073 0 05 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 414 0 03 Oct 2022
Risk-graded Safety for Handling Medical Queries in Conversational AI Gavin Abercrombie Verena Rieser AI4MH 38 11 0 02 Oct 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 72 96 0 30 Sep 2022
Toward Trustworthy Neural Program Synthesis Darren Key Wen-Ding Li Kevin Ellis NAI 83 5 0 29 Sep 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 227 506 0 28 Sep 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 36 8 0 23 Sep 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 88 27 0 14 Sep 2022
Revisiting Neural Scaling Laws in Language and Vision Ibrahim M. Alabdulmohsin Behnam Neyshabur Xiaohua Zhai 159 102 0 13 Sep 2022
AudioLM: a Language Modeling Approach to Audio Generation Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 49 567 0 07 Sep 2022
Towards Boosting the Open-Domain Chatbot with Human Feedback Hua Lu Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang ALM 20 18 0 30 Aug 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 231 446 0 23 Aug 2022
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP Thao Nguyen Gabriel Ilharco Mitchell Wortsman Sewoong Oh Ludwig Schmidt CLIP VLM 47 98 0 10 Aug 2022