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
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 62 1 0 02 Oct 2024
Analysing Zero-Shot Readability-Controlled Sentence Simplification Abdullah Barayan Jose Camacho-Collados Fernando Alva-Manchego 29 1 0 30 Sep 2024
Counterfactual Token Generation in Large Language Models Ivi Chatzi N. C. Benz Eleni Straitouri Stratis Tsirtsis Manuel Gomez Rodriguez LRM 42 3 0 25 Sep 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 85 6 0 11 Sep 2024
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation Ilya Gusev LLMAG 58 3 0 10 Sep 2024
Sample-Efficient Diffusion for Text-To-Speech Synthesis Justin Lovelace Soham Ray Kwangyoun Kim Kilian Q. Weinberger Felix Wu 36 2 0 01 Sep 2024
Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data Spencer Whitehead Jacob Phillips Sean Hendryx 31 0 0 30 Aug 2024
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists Raoyuan Zhao Abdullatif Köksal Yihong Liu Leonie Weissweiler Anna Korhonen Hinrich Schütze SyDa 44 1 0 30 Aug 2024
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation Yuxuan Zhou M. Keuper Mario Fritz 39 5 0 24 Aug 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 34 8 0 16 Aug 2024
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation Hui Ma Bo Zhang Bo Xu Jian Wang Hongfei Lin Xiao Sun 57 1 0 06 Aug 2024
StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality Reinforcement Yahui Fu Chenhui Chu Tatsuya Kawahara 42 2 0 05 Aug 2024
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining Dongyang Liu Shitian Zhao Le Zhuo Weifeng Lin Ping Luo Xinyue Li Qi Qin Yu Qiao Hongsheng Li Peng Gao MLLM 79 48 0 05 Aug 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Yining Qi Zhicheng Chen Peilin Zhao VLM MLLM 68 19 0 04 Aug 2024
Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving Xi Chen Rahul Bhadani Larry Head 82 1 0 01 Aug 2024
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models Somshubra Majumdar Vahid Noroozi Sean Narenthiran Aleksander Ficek Aleksander Ficek Wasi Uddin Ahmad Jocelyn Huang Jagadeesh Balam Boris Ginsburg SyDa 58 2 0 29 Jul 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? Kangda Wei Aayush Gautam Ruihong Huang 32 5 0 28 Jul 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation Esteban Garces Arias Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 45 4 0 26 Jul 2024
Compact Language Models via Pruning and Knowledge Distillation Saurav Muralidharan Sharath Turuvekere Sreenivas Raviraj Joshi Marcin Chochowski M. Patwary M. Shoeybi Bryan Catanzaro Jan Kautz Pavlo Molchanov SyDa MQ 44 38 0 19 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 45 8 0 19 Jul 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 67 3 0 19 Jul 2024
Unipa-GPT: Large Language Models for university-oriented QA in Italian Irene Siragusa Roberto Pirrone 28 1 0 19 Jul 2024
Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 59 10 0 12 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 52 18 0 08 Jul 2024
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty Maor Ivgi Ori Yoran Jonathan Berant Mor Geva HILM 71 8 0 08 Jul 2024
Progress or Regress? Self-Improvement Reversal in Post-training Ting Wu Xuefeng Li Pengfei Liu LRM 33 11 0 06 Jul 2024
Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior Pedro Henrique Luz de Araujo Benjamin Roth 46 3 0 02 Jul 2024
Machine Learning Predictors for Min-Entropy Estimation Javier Blanco-Romero Vicente Lorenzo Florina Almenáres Mendoza Daniel Díaz Sánchez 30 1 0 28 Jun 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 58 25 0 28 Jun 2024
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts Caroline Brun Vassilina Nikoulina 38 1 0 25 Jun 2024
Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors Vikas Yadav Zheng Tang Vijay Srinivasan 40 8 0 24 Jun 2024
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt Deng Cai Huayang Li Tingchen Fu Siheng Li Weiwen Xu ... Leyang Cui Yan Wang Lemao Liu Taro Watanabe Shuming Shi KELM 30 2 0 24 Jun 2024
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models Yuetai Li Zhangchen Xu Fengqing Jiang Luyao Niu D. Sahabandu Bhaskar Ramasubramanian Radha Poovendran SILM AAML 62 7 0 18 Jun 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models Shuo Yang Chenchen Yuan Yao Rong Felix Steinbauer Gjergji Kasneci 38 1 0 17 Jun 2024
Beyond the Frontier: Predicting Unseen Walls from Occupancy Grids by Learning from Floor Plans Ludvig Ericson Patric Jensfelt 42 7 0 13 Jun 2024
We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs Joseph Spracklen Raveen Wijewickrama A. H. M. N. Sakib Anindya Maiti Murtuza Jadliwala Murtuza Jadliwala 48 9 0 12 Jun 2024
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy Haw-Shiuan Chang Nanyun Peng Mohit Bansal Anil Ramakrishna Tagyoung Chung HILM 44 2 0 11 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 77 57 0 11 Jun 2024
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 43 17 0 10 Jun 2024
Every Answer Matters: Evaluating Commonsense with Probabilistic Measures Qi Cheng Michael Boratko Pranay Kumar Yelugam T. O’Gorman Nalini Singh Andrew McCallum X. Li ELM LRM 40 3 0 06 Jun 2024
Reconstructing training data from document understanding models Jérémie Dentan Arnaud Paran A. Shabou AAML SyDa 54 1 0 05 Jun 2024
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation Min-Jae Hwang Ilia Kulikov Benjamin Peloquin Hongyu Gong Peng-Jen Chen Ann Lee 35 2 0 04 Jun 2024
Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy Anjanava Biswas Wrick Talukdar SyDa 21 6 0 03 Jun 2024
Generative AI Voting: Fair Collective Choice is Resilient to LLM Biases and Inconsistencies Srijoni Majumdar Edith Elkind Evangelos Pournaras SyDa 55 2 0 31 May 2024
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification Laura Fieback Jakob Spiegelberg Hanno Gottschalk MLLM 65 5 0 29 May 2024
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents Andrew H. Lee Sina J. Semnani Galo Castillo-López Gaël de Chalendar Monojit Choudhury ... Jiwon Seo Tianhao Shen Manish Shrivastava Deyi Xiong Monica S. Lam 40 0 0 28 May 2024
Addressing Discretization-Induced Bias in Demographic Prediction Evan Dong Aaron Schein Yixin Wang Nikhil Garg 40 3 0 27 May 2024
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song Hengtao Shen MLLM 58 10 0 24 May 2024
Creative Beam Search: LLM-as-a-Judge For Improving Response Generation Giorgio Franceschelli Mirco Musolesi 36 8 0 30 Apr 2024
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 31 95 0 30 Apr 2024