Title
Characterizing and Measuring Linguistic Dataset DriftAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tyler A. Chang Kishaloy Halder Neha Ann John Yogarshi Vyas Yassine Benajiba Miguel Ballesteros Dan Roth 175 3 0 26 May 2023
Structural Ambiguity and its Disambiguation in Language Model Based Parsers: the Case of Dutch Clause RelativizationConference on Computational Natural Language Learning (CoNLL), 2023 G. Wijnholds M. Moortgat 148 4 0 24 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 141 2 0 24 May 2023
On Robustness of Finetuned Transformer-based NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Pavan Kalyan Reddy Neerudu R. Mamidi Mounika Marreddy Venkateswara Rao Kagita Subba Reddy Oota 303 12 0 23 May 2023
Can Language Models Understand Physical Concepts?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Lei Li Jingjing Xu Qingxiu Dong Ce Zheng Qi Liu Lingpeng Kong Xu Sun ALM 131 25 0 23 May 2023
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Na Li Hanane Kteich Zied Bouraoui Steven Schockaert 205 11 0 16 May 2023
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023 Boxi Cao Qiaoyu Tang Hongyu Lin Shanshan Jiang Bin Dong Xianpei Han Jiawei Chen Tianshu Wang Le Sun CLL KELM 175 23 0 16 May 2023
Investigating Forgetting in Pre-Trained Representations Through Continual Learning Yun Luo Zhen Yang Xuefeng Bai Fandong Meng Jie Zhou Yue Zhang CLL KELM 243 21 0 10 May 2023
Finding Neurons in a Haystack: Case Studies with Sparse Probing Wes Gurnee Neel Nanda Matthew Pauly Katherine Harvey Dmitrii Troitskii Dimitris Bertsimas MILM 511 285 0 02 May 2023
What does BERT learn about prosody? Sofoklis Kakouros Johannah O'Mahony MILM 109 7 0 25 Apr 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language ModelNeural Information Processing Systems (NeurIPS), 2023 Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang Hao Fei Tat-Seng Chua 223 103 0 13 Apr 2023
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and BeyondInternational Symposium on Software Testing and Analysis (ISSTA), 2023 Ensheng Shi Yanlin Wang Hongyu Zhang Lun Du Shi Han Dongmei Zhang Hongbin Sun 199 55 0 11 Apr 2023
Scaling Pre-trained Language Models to Deeper via Parameter-efficient Architecture Peiyu Liu Ze-Feng Gao Yushuo Chen Wayne Xin Zhao Ji-Rong Wen MoE 210 0 0 27 Mar 2023
Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification Berfu Buyukoz 150 2 0 22 Mar 2023
Trained on 100 million words and still in shape: BERT meets British National CorpusFindings (Findings), 2023 David Samuel Andrey Kutuzov Lilja Øvrelid Erik Velldal 337 41 0 17 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A SurveyMachine Intelligence Research (MIR), 2023 Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 250 30 0 14 Mar 2023
An Overview on Language Models: Recent Developments and OutlookAPSIPA Transactions on Signal and Information Processing (TASIP), 2023 Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 265 52 0 10 Mar 2023
Can BERT Refrain from Forgetting on Sequential Tasks? A Probing StudyInternational Conference on Learning Representations (ICLR), 2023 Mingxu Tao Yansong Feng Dongyan Zhao CLL KELM 164 11 0 02 Mar 2023
Targeted Adversarial Attacks against Neural Machine TranslationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Sahar Sadrizadeh AmirHossein Dabiri Aghdam Ljiljana Dolamic P. Frossard AAML 240 14 0 02 Mar 2023
Understanding Natural Language Understanding Systems. A Critical Analysis Alessandro Lenci ELM 184 14 0 01 Mar 2023
Does Deep Learning Learn to Abstract? A Systematic Probing FrameworkInternational Conference on Learning Representations (ICLR), 2023 Shengnan An Zeqi Lin B. Chen Qiang Fu Nanning Zheng Jian-Guang Lou 214 6 0 23 Feb 2023
Language-Specific Representation of Emotion-Concept Knowledge Causally Supports Emotion InferenceiScience (iScience), 2023 Ming Li Yusheng Su Hsiu-Yuan Huang Jiali Cheng Xin Hu ... Yujia Qin Xiaozhi Wang Kristen A. Lindquist Zhi-Yun Liu Dan Zhang 128 11 0 19 Feb 2023
False perspectives on human language: why statistics needs linguistics Matteo Greco Andrea Cometa F. Artoni Robert Frank A. Moro 68 6 0 17 Feb 2023
Trust, but Verify: Using Self-Supervised Probing to Improve TrustworthinessEuropean Conference on Computer Vision (ECCV), 2023 Ailin Deng Shen Li Miao Xiong Zhirui Chen Bryan Hooi 148 4 0 06 Feb 2023
Representation Deficiency in Masked Language ModelingInternational Conference on Learning Representations (ICLR), 2023 Yu Meng Jitin Krishnan Sinong Wang Qifan Wang Yuning Mao Han Fang Marjan Ghazvininejad Jiawei Han Luke Zettlemoyer 216 9 0 04 Feb 2023
TransFool: An Adversarial Attack against Neural Machine Translation Models Sahar Sadrizadeh Ljiljana Dolamic P. Frossard SILM AAML 280 15 0 02 Feb 2023
Do Multi-Document Summarization Models Synthesize?Transactions of the Association for Computational Linguistics (TACL), 2023 Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 276 13 0 31 Jan 2023
Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU?International Conference on Agents and Artificial Intelligence (ICAART), 2023 Jakub Ho'scilowicz Marcin Sowanski Piotr Czubowski Artur Janicki 149 2 0 27 Jan 2023
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference R. Brath Daniel A. Keim Johannes Knittel Shimei Pan Pia Sommerauer Hendrik Strobelt 132 14 0 11 Jan 2023
Counteracts: Testing Stereotypical Representation in Pre-trained Language Models Damin Zhang Julia Taylor Rayz Romila Pradhan 281 2 0 11 Jan 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural NetworksInternational Conference on Language Resources and Evaluation (LREC), 2023 Manuel V. Loureiro Steven Derby Tri Kurniawan Wijaya 169 0 0 06 Jan 2023
Examining Political Rhetoric with Epistemic Stance Detection Ankita Gupta Su Lin Blodgett Justin H. Gross Brendan O'Connor 130 1 0 29 Dec 2022
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ningyu Xu Tao Gui Ruotian Ma Tao Gui Jingting Ye Menghan Zhang Xuanjing Huang 221 14 0 21 Dec 2022
Reconstruction ProbingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Najoung Kim Jatin Khilnani Alex Warstadt Abed Qaddoumi 95 2 0 21 Dec 2022
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question AnsweringInternational Conference on Computational Logic (ICCL), 2022 Akshay Chaturvedi Swarnadeep Bhar Soumadeep Saha Utpal Garain Nicholas Asher 221 8 0 21 Dec 2022
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics CapacitiesACM Transactions on Software Engineering and Methodology (TOSEM), 2022 Wei Ma Shangqing Liu Mengjie Zhao Xiaofei Xie Wenhan Wang Q. Hu Jiexin Zhang Yang Liu 382 37 0 20 Dec 2022
Explainability of Text Processing and Retrieval Methods: A Survey Sourav Saha Debapriyo Majumdar Mandar Mitra 290 5 0 14 Dec 2022
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance AgreementTransactions of the Association for Computational Linguistics (TACL), 2022 Bingzhi Li Guillaume Wisniewski Benoît Crabbé 265 16 0 08 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief ReviewIEEE Data Engineering Bulletin (DEB), 2022 Jiangjie Chen Yanghua Xiao 216 5 0 07 Dec 2022
Localization vs. Semantics: Visual Representations in Unimodal and Multimodal ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Zhuowan Li Cihang Xie Benjamin Van Durme Yaoyao Liu VLM SSL 147 2 0 01 Dec 2022
Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD AAML 121 1 0 29 Nov 2022
Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in HexNeural Information Processing Systems (NeurIPS), 2022 Charles Lovering Jessica Zosa Forde George Konidaris Ellie Pavlick Michael L. Littman 111 12 0 26 Nov 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yueqing Sun Yu Zhang Le Qi Qi Shi ReLM RALM LRM 147 6 0 24 Nov 2022
Probing for Incremental Parse States in Autoregressive Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tiwalayo Eisape Vineet Gangireddy R. Levy Yoon Kim 229 16 0 17 Nov 2022
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 S. Takagi OffRL 168 8 0 17 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 836 2,735 0 09 Nov 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 202 30 0 08 Nov 2022
Do Charge Prediction Models Learn Legal Theory?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhenwei An Quzhe Huang Cong Jiang Yansong Feng Dongyan Zhao ELM AILaw 132 8 0 31 Oct 2022
Probing for targeted syntactic knowledge through grammatical error detectionConference on Computational Natural Language Learning (CoNLL), 2022 Christopher Davis Christopher Bryant Andrew Caines Marek Rei P. Buttery 122 4 0 28 Oct 2022
IELM: An Open Information Extraction Benchmark for Pre-Trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chenguang Wang Xiao Liu Dawn Song VLM 124 2 0 25 Oct 2022