Teaching Machines to Read and Comprehend

10 June 2015

Papers citing "Teaching Machines to Read and Comprehend"

50 / 537 papers shown

Title
Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks Andrea Sottana Bin Liang Kai Zou Zheng Yuan ALM ELM LM&MA 38 54 0 20 Oct 2023
Bridging Information-Theoretic and Geometric Compression in Language Models Emily Cheng Corentin Kervadec Marco Baroni 34 16 0 20 Oct 2023
Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks Ruixiang Tang Gord Lueck Rodolfo Quispe Huseyin A. Inan Janardhan Kulkarni Xia Hu 29 6 0 20 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 31 3 0 12 Oct 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 40 66 0 21 Sep 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 17 8 0 23 Aug 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation David Heineman Yao Dou Wei-ping Xu 32 7 0 14 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 43 3 0 08 Aug 2023
CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility Guohai Xu Jiayi Liu Mingshi Yan Haotian Xu Jinghui Si ... Rong Zhang Ji Zhang Chao Peng Feiyan Huang Jingren Zhou ALM ELM 31 73 0 19 Jul 2023
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering Pei Ke Fei Huang Fei Mi Yasheng Wang Qun Liu Xiaoyan Zhu Minlie Huang ReLM ELM 36 10 0 13 Jul 2023
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation Yixiao Li Yifan Yu Qingru Zhang Chen Liang Pengcheng He Weizhu Chen Tuo Zhao 44 66 0 20 Jun 2023
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness David Demeter Oshin Agarwal Simon Ben Igeri Marko Sterbentz Neil P. Molino John M. Conroy A. Nenkova 21 1 0 18 Jun 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants Anuj Diwan Eunsol Choi David Harwath 41 0 0 14 Jun 2023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation V. Chekalina Georgii Sergeevich Novikov Julia Gusak Ivan V. Oseledets Alexander Panchenko 14 8 0 05 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 47 29 0 01 Jun 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 34 2 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 39 9 0 26 May 2023
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator Ziwei He Meng-Da Yang Minwei Feng Jingcheng Yin Xinbing Wang Jingwen Leng Zhouhan Lin ViT 35 11 0 24 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models Shiqi Chen Siyang Gao Junxian He ELM LRM HILM 35 6 0 23 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 44 78 0 22 May 2023
Evaluating Factual Consistency of Texts with Semantic Role Labeling Jing Fan Dennis Aumiller Michael Gertz HILM 34 4 0 22 May 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing ELM ALM 47 64 0 22 May 2023
Enhancing Coherence of Extractive Summarization with Multitask Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 19 1 0 22 May 2023
Learning to Rank Utterances for Query-Focused Meeting Summarization Xingxian Liu Yajing Xu RALM 31 3 0 22 May 2023
A Topic-aware Summarization Framework with Different Modal Side Information Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 31 13 0 19 May 2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries Chenhe Dong Yuexiang Xie Yaliang Li Ying Shen CML HILM 29 0 0 18 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India Ashok Urlana Pinzhen Chen Zheng Zhao Shay B. Cohen Manish Shrivastava Barry Haddow 29 9 0 15 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 34 20 0 15 May 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts Haochen Tan Han Wu Wei Shao Xinyun Zhang Mingjie Zhan Zhaohui Hou Ding Liang Linqi Song 41 0 0 13 May 2023
Backdoor Learning on Sequence to Sequence Models Lichang Chen Minhao Cheng Heng-Chiao Huang SILM 54 18 0 03 May 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization Karen Zhou Chenhao Tan 35 1 0 03 May 2023
Boosting Big Brother: Attacking Search Engines with Encodings Nicholas Boucher Luca Pajola Ilia Shumailov Ross J. Anderson Mauro Conti SILM 34 10 0 27 Apr 2023
Exploring the Curious Case of Code Prompts Li Zhang Liam Dugan Hainiu Xu Chris Callison-Burch LRM 45 14 0 26 Apr 2023
Controlling keywords and their positions in text generation Yuichi Sasazawa Terufumi Morishita Hiroaki Ozaki Osamu Imaichi Yasuhiro Sogawa 19 2 0 19 Apr 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 53 1,078 0 29 Mar 2023
Training Language Models with Language Feedback at Scale Jérémy Scheurer Jon Ander Campos Tomasz Korbak Jun Shern Chan Angelica Chen Kyunghyun Cho Ethan Perez ALM 39 103 0 28 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang Yunlong Liang Fandong Meng Zengkui Sun Haoxiang Shi Zhixu Li Jinan Xu Jianfeng Qu Jie Zhou LM&MA ELM ALM AI4MH 53 444 0 07 Mar 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 34 9 0 25 Feb 2023
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization Xianjun Yang Yan Li Xinlu Zhang Haifeng Chen Wei Cheng AI4MH 37 173 0 16 Feb 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 19 4 0 07 Feb 2023
FineDeb: A Debiasing Framework for Language Models Akash Saravanan Dhruv Mullick Habibur Rahman Nidhi Hegde FedML AI4CE 20 4 0 05 Feb 2023
Benchmarking Large Language Models for News Summarization Tianyi Zhang Faisal Ladhak Esin Durmus Percy Liang Kathleen McKeown Tatsunori B. Hashimoto ELM 43 478 0 31 Jan 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 27 7 0 26 Jan 2023
Towards Proactively Forecasting Sentence-Specific Information Popularity within Online News Documents Sayar Ghosh Roy Anshul Padhi Risubh Jain Manish Gupta Vasudeva Varma AI4TS 26 2 0 31 Dec 2022
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy S. Oota R. Mamidi 22 1 0 25 Dec 2022
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
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 29 3 0 20 Dec 2022