Understanding by Understanding Not: Modeling Negation in Language Models

7 May 2021

Siva Reddy

Papers citing "Understanding by Understanding Not: Modeling Negation in Language Models"

50 / 59 papers shown

Title
Enhancing Negation Awareness in Universal Text Embeddings: A Data-efficient and Computational-efficient Approach Hongliu Cao 67 0 0 01 Apr 2025
Calling a Spade a Heart: Gaslighting Multimodal Large Language Models via Negation Bin Zhu Hui yan Qi Yinxuan Gui Jingjing Chen Chong-Wah Ngo Ee-Peng Lim 120 1 0 31 Jan 2025
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP J. Park Jungbeom Lee Jongyoon Song Sangwon Yu Dahuin Jung Sungroh Yoon 45 0 0 19 Jan 2025
Generating Diverse Negations from Affirmative Sentences Darian Rodriguez Vasquez Afroditi Papadaki 45 0 0 30 Oct 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 53 0 0 21 Jul 2024
Paraphrasing in Affirmative Terms Improves Negation Understanding MohammadHossein Rezaei Eduardo Blanco 44 1 0 11 Jun 2024
Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation Neeraj Varshney Satyam Raj Venkatesh Mishra Agneet Chatterjee Ritika Sarkar Amir Saeidi Chitta Baral LRM 37 7 0 08 Jun 2024
Logical Negation Augmenting and Debiasing for Prompt-based Methods Yitian Li Jidong Tian Hao He Yaohui Jin 38 0 0 08 May 2024
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Xenia Ohmer Elia Bruni Dieuwke Hupkes AI4CE 36 6 0 18 Apr 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency Yuchen Shi Deqing Yang Jingping Liu Yanghua Xiao Zongyu Wang Huimin Xu 36 0 0 15 Apr 2024
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning Changtong Zan Liang Ding Li Shen Yibing Zhen Weifeng Liu Dacheng Tao 44 9 0 21 Mar 2024
Balancing Exploration and Exploitation in LLM using Soft RLLF for Enhanced Negation Understanding Ha-Thanh Nguyen Ken Satoh 47 2 0 02 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 36 11 0 29 Feb 2024
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic Fajri Koto Haonan Li Sara Shatnawi Jad Doughman Abdelrahman Boda Sadallah ... Neha Sengupta Shady Shehata Nizar Habash Preslav Nakov Timothy Baldwin ELM LRM 77 30 0 20 Feb 2024
KMMLU: Measuring Massive Multitask Language Understanding in Korean Guijin Son Hanwool Albert Lee Sungdong Kim Seungone Kim Niklas Muennighoff Taekyoon Choi Cheonbok Park Kang Min Yoo Stella Biderman ALM RALM ELM 47 37 0 18 Feb 2024
Strong hallucinations from negation and how to fix them Nicholas Asher Swarnadeep Bhar ReLM LRM 40 4 0 16 Feb 2024
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 24 16 0 25 Oct 2023
Improving Language Models Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary Myeongjun Jang Thomas Lukasiewicz 30 4 0 24 Oct 2023
Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism Mengyu Ye Tatsuki Kuribayashi Jun Suzuki Goro Kobayashi Hiroaki Funayama LRM 31 8 0 23 Oct 2023
Evaluating Large Language Models at Evaluating Instruction Following Zhiyuan Zeng Jiatong Yu Tianyu Gao Yu Meng Tanya Goyal Danqi Chen ELM ALM 41 166 0 11 Oct 2023
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models Holy Lovenia Wenliang Dai Samuel Cahyawijaya Ziwei Ji Pascale Fung MLLM 25 50 0 09 Oct 2023
Unlikelihood Tuning on Negative Samples Amazingly Improves Zero-Shot Translation Junjie Yang Liang Ding Li Shen Matthieu Labeau Yibing Zhan Weifeng Liu Dacheng Tao VLM 33 4 0 28 Sep 2023
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" Lukas Berglund Meg Tong Max Kaufmann Mikita Balesni Asa Cooper Stickland Tomasz Korbak Owain Evans LRM 36 240 0 21 Sep 2023
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic Terufumi Morishita Gaku Morio Atsuki Yamaguchi Yasuhiro Sogawa ReLM LRM AI4CE ELM 27 22 0 11 Aug 2023
This is not correct! Negation-aware Evaluation of Language Generation Systems Miriam Anschütz Diego Miguel Lozano Georg Groh 32 6 0 26 Jul 2023
A negation detection assessment of GPTs: analysis with the xNot360 dataset Nguyen Ha Thanh Randy Goebel Francesca Toni Kostas Stathis Ken Satoh 28 9 0 29 Jun 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference Alessandro Sordoni Xingdi Yuan Marc-Alexandre Côté Matheus Pereira Adam Trischler Ziang Xiao Arian Hosseini Friederike Niedtner Nicolas Le Roux 33 27 0 21 Jun 2023
Limits for Learning with Language Models Nicholas M. Asher Swarnadeep Bhar Akshay Chaturvedi Julie Hunter Soumya Paul 19 22 0 21 Jun 2023
Evaluating Superhuman Models with Consistency Checks Lukas Fluri Daniel Paleka Florian Tramèr ELM 45 42 0 16 Jun 2023
CMMLU: Measuring massive multitask language understanding in Chinese Haonan Li Yixuan Zhang Fajri Koto Yifei Yang Hai Zhao Yeyun Gong Nan Duan Tim Baldwin ALM ELM 47 239 0 15 Jun 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 32 54 0 14 Jun 2023
Exploring Lottery Prompts for Pre-trained Language Models Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Haitao Zheng Zhiyuan Liu Pengjun Xie VLM LRM 21 7 0 31 May 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models Yuhui Zhang Michihiro Yasunaga Zhengping Zhou Jeff Z. HaoChen James Zou Percy Liang Serena Yeung 47 7 0 27 May 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses Xenia Ohmer Elia Bruni Dieuwke Hupkes LRM 21 13 0 19 May 2023
Small Models are Valuable Plug-ins for Large Language Models Canwen Xu Yichong Xu Shuohang Wang Yang Liu Chenguang Zhu Julian McAuley LLMAG 41 45 0 15 May 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen Wei Shi Ziquan Fu Sijie Cheng Lei Li Yanghua Xiao 27 46 0 10 May 2023
Evaluating statistical language models as pragmatic reasoners Benjamin Lipkin L. Wong Gabriel Grand J. Tenenbaum 38 13 0 01 May 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 29 20 0 18 Mar 2023
Consistency Analysis of ChatGPT Myeongjun Jang Thomas Lukasiewicz 22 53 0 11 Mar 2023
MAQA: A Multimodal QA Benchmark for Negation Judith Yue Li Aren Jansen Qingqing Huang Joonseok Lee Ravi Ganti Dima Kuzmin 30 5 0 09 Jan 2023
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering Akshay Chaturvedi Swarnadeep Bhar Soumadeep Saha Utpal Garain Nicholas Asher 33 4 0 21 Dec 2022
An Analysis of Social Biases Present in BERT Variants Across Multiple Languages Aristides Milios Parishad BehnamGhader 12 8 0 25 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 33 34 0 01 Nov 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding Md Mosharaf Hossain Eduardo Blanco 32 4 0 26 Oct 2022
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints Omid Rohanian Hannah Jauncey Mohammadmahdi Nouriborji Vinod Kumar Chauhan Bronner P. Gonccalves Christiana Kartsonaki Isaric Clinical Characterisation Group L. Merson David A. Clifton 11 7 0 17 Oct 2022
Can Pretrained Language Models (Yet) Reason Deductively? Moy Yuan Songbo Hu Ivan Vulić Anna Korhonen Zaiqiao Meng ReLM ELM LRM 36 8 0 12 Oct 2022
Language models show human-like content effects on reasoning tasks Ishita Dasgupta Andrew Kyle Lampinen Stephanie C. Y. Chan Hannah R. Sheahan Antonia Creswell D. Kumaran James L. McClelland Felix Hill ReLM LRM 30 181 0 14 Jul 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 21 1 0 07 Jul 2022
ProsocialDialog: A Prosocial Backbone for Conversational Agents Hyunwoo J. Kim Youngjae Yu Liwei Jiang Ximing Lu Daniel Khashabi Gunhee Kim Yejin Choi Maarten Sap 22 118 0 25 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence Myeongjun Jang Frank Mtumbuka Thomas Lukasiewicz 28 9 0 08 May 2022