The Curious Case of Neural Text Degeneration

22 April 2019

Yejin Choi

Papers citing "The Curious Case of Neural Text Degeneration"

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Title
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA Dhruv Agarwal Rajarshi Das Sopan Khosla Rashmi Gangadharaiah OffRL 23 7 0 14 Nov 2023
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming Suyu Ge Chunting Zhou Rui Hou Madian Khabsa Yi-Chia Wang Qifan Wang Jiawei Han Yuning Mao AAML LRM 33 93 0 13 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 37 16 0 13 Nov 2023
Context Consistency between Training and Testing in Simultaneous Machine Translation M. Zhong Lemao Liu Kehai Chen Mingming Yang Min Zhang LRM 47 0 0 13 Nov 2023
Generating Pragmatic Examples to Train Neural Program Synthesizers Saujas Vaduguru Daniel Fried Yewen Pu NAI 32 5 0 09 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 24 0 0 01 Nov 2023
Constituency Parsing using LLMs Xuefeng Bai Jialong Wu Yulong Chen Zhongqing Wang Yue Zhang 41 1 0 30 Oct 2023
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 139 45 0 27 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 46 24 0 25 Oct 2023
Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings Parker Seegmiller S. Preum 36 3 0 23 Oct 2023
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 26 6 0 23 Oct 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer Qi Gou Zehua Xia Bowen Yu Haiyang Yu Fei Huang Yongbin Li Nguyen Cam-Tu RALM 40 12 0 23 Oct 2023
Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives Mario Giulianelli Sarenne Wallbridge Raquel Fernández 32 13 0 20 Oct 2023
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models Ruida Wang Wangchunshu Zhou Mrinmaya Sachan 27 32 0 20 Oct 2023
An Emulator for Fine-Tuning Large Language Models using Small Language Models Eric Mitchell Rafael Rafailov Archit Sharma Chelsea Finn Christopher D. Manning ALM 41 53 0 19 Oct 2023
Probing the Creativity of Large Language Models: Can models produce divergent semantic association? Honghua Chen Nai Ding LRM 27 20 0 17 Oct 2023
Few-shot Action Recognition with Captioning Foundation Models Xiang Wang Shiwei Zhang Hangjie Yuan Yingya Zhang Changxin Gao Deli Zhao Nong Sang VLM 37 7 0 16 Oct 2023
Improving Large Language Model Fine-tuning for Solving Math Problems Yixin Liu Avi Singh C. D. Freeman John D. Co-Reyes Peter J. Liu LRM ReLM 43 45 0 16 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 35 1 0 15 Oct 2023
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation Zhehuai Chen He Huang A. Andrusenko Oleksii Hrinchuk Krishna C. Puvvada Jason Chun Lok Li Subhankar Ghosh Jagadeesh Balam Boris Ginsburg LRM 29 51 0 13 Oct 2023
Toward Joint Language Modeling for Speech Units and Text Ju-Chieh Chou Chung-Ming Chien Wei-Ning Hsu Karen Livescu Arun Babu Alexis Conneau Alexei Baevski Michael Auli VLM 28 20 0 12 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon Beyza Ermis Patrick Lewis Sara Hooker 36 20 0 11 Oct 2023
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model Christian Tomani David Vilar Markus Freitag Colin Cherry Subhajit Naskar Mara Finkelstein Xavier Garcia Daniel Cremers 26 7 0 10 Oct 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 32 49 0 06 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 55 18 0 03 Oct 2023
Sieve: Multimodal Dataset Pruning Using Image Captioning Models Anas Mahmoud Mostafa Elhoushi Amro Abbas Yu Yang Newsha Ardalani Hugh Leather Ari S. Morcos VLM CLIP 40 20 0 03 Oct 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 30 35 0 29 Sep 2023
Transformer-VQ: Linear-Time Transformers via Vector Quantization Albert Mohwald 34 15 0 28 Sep 2023
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints Chaoqi Wang Yibo Jiang Yuguang Yang Han Liu Yuxin Chen 42 82 0 28 Sep 2023
Jointly Training Large Autoregressive Multimodal Models Emanuele Aiello L. Yu Yixin Nie Armen Aghajanyan Barlas Oğuz 24 30 0 27 Sep 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 24 24 0 26 Sep 2023
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 34 0 0 22 Sep 2023
ContextRef: Evaluating Referenceless Metrics For Image Description Generation Elisa Kreiss E. Zelikman Christopher Potts Nick Haber 34 5 0 21 Sep 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 38 61 0 20 Sep 2023
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation Chao-Wei Huang Chen-Yu Hsu Tsung-Yuan Hsu Chen An Li Yun-Nung (Vivian) Chen 24 5 0 13 Sep 2023
Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization Helena Bonaldi Giuseppe Attanasio Debora Nozza Marco Guerini 20 6 0 05 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 48 524 0 03 Sep 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 46 1 0 27 Aug 2023
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions Reem I. Masoud Ziquan Liu Martin Ferianc Philip C. Treleaven Miguel R. D. Rodrigues 27 50 0 25 Aug 2023
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 34 5 0 18 Aug 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 28 2 0 17 Aug 2023
CMD: a framework for Context-aware Model self-Detoxification Zecheng Tang Keyan Zhou Juntao Li Yuyang Ding Pinzheng Wang Bowen Yan Minzhang MU 23 5 0 16 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 44 1 0 15 Aug 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng-Fu Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 35 3 0 12 Aug 2023
NewsDialogues: Towards Proactive News Grounded Conversation Siheng Li Yichun Yin Cheng-Fu Yang Wangjie Jiang Yiwei Li Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang 29 5 0 12 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 46 3 0 08 Aug 2023
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 22 3 0 06 Aug 2023
Learning to Paraphrase Sentences to Different Complexity Levels Alison Chi Li-Kuang Chen Yi-Chen Chang Shu-Hui Lee Jason J. S. Chang 24 10 0 04 Aug 2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation Razvan-Alexandru Smadu Sebastian-Vasile Echim Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 29 3 0 04 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 34 14 0 31 Jul 2023