Analysis Methods in Neural Language Processing: A Survey

21 December 2018

Papers citing "Analysis Methods in Neural Language Processing: A Survey"

50 / 67 papers shown

Title
Superscopes: Amplifying Internal Feature Representations for Language Model Interpretation Jonathan Jacobi Gal Niv LRM ReLM 55 0 0 03 Mar 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng S. Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 48 0 0 17 Feb 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 88 11 0 31 Dec 2024
Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models Kushal Tatariya Vladimir Araujo Thomas Bauwens Miryam de Lhoneux VLM 21 0 0 15 Oct 2024
Simbanex: Similarity-based Exploration of IEEE VIS Publications Daniel Witschard Ilir Jusufi Andreas Kerren 16 0 0 31 Aug 2024
Toward Informal Language Processing: Knowledge of Slang in Large Language Models Zhewei Sun Qian Hu Rahul Gupta Richard Zemel Yang Xu 35 1 0 02 Apr 2024
Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models Maxime Fily Guillaume Wisniewski Severine Guillaume Gilles Adda Alexis Michaud 22 1 0 08 Feb 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models Asma Ghandeharioun Avi Caciularu Adam Pearce Lucas Dixon Mor Geva 25 87 0 11 Jan 2024
Interpreting Pretrained Language Models via Concept Bottlenecks Zhen Tan Lu Cheng Song Wang Yuan Bo Jundong Li Huan Liu LRM 22 20 0 08 Nov 2023
Implications of Annotation Artifacts in Edge Probing Test Datasets Sagnik Ray Choudhury Jushaan Kalra 16 0 0 20 Oct 2023
Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP Vedant Palit Rohan Pandey Aryaman Arora Paul Pu Liang 24 20 0 27 Aug 2023
Morphosyntactic probing of multilingual BERT models Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 25 9 0 09 Jun 2023
Should We Attend More or Less? Modulating Attention for Fairness A. Zayed Gonçalo Mordido Samira Shabanian Sarath Chandar 35 10 0 22 May 2023
Idioms, Probing and Dangerous Things: Towards Structural Probing for Idiomaticity in Vector Space Filip Klubicka Vasudevan Nedumpozhimana John D. Kelleher 27 4 0 27 Apr 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 26 6 0 13 Apr 2023
Controlling for Stereotypes in Multimodal Language Model Evaluation Manuj Malik Richard Johansson 18 1 0 03 Feb 2023
Interpretability in Activation Space Analysis of Transformers: A Focused Survey Soniya Vijayakumar AI4CE 22 3 0 22 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 23 208 0 16 Jan 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho James R. Glass Yulia Tsvetkov 25 44 0 20 Dec 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 17 121 0 11 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 71 2,301 0 09 Nov 2022
Do Charge Prediction Models Learn Legal Theory? Zhenwei An Quzhe Huang Cong Jiang Yansong Feng Dongyan Zhao ELM AILaw 27 6 0 31 Oct 2022
Generating Hierarchical Explanations on Text Classification Without Connecting Rules Yiming Ju Yuanzhe Zhang Kang Liu Jun Zhao FAtt 13 3 0 24 Oct 2022
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 27 18 0 23 Oct 2022
Probing with Noise: Unpicking the Warp and Weft of Embeddings Filip Klubicka John D. Kelleher 24 4 0 21 Oct 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 24 13 0 04 Jul 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 28 53 0 25 May 2022
Using Natural Sentences for Understanding Biases in Language Models Sarah Alnegheimish Alicia Guo Yi Sun 11 21 0 12 May 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge Brielen Madureira David Schlangen 17 4 0 14 Apr 2022
Screening Gender Transfer in Neural Machine Translation Guillaume Wisniewski Lichao Zhu Nicolas Bailler François Yvon 6 4 0 25 Feb 2022
Sparse Interventions in Language Models with Differentiable Masking Nicola De Cao Leon Schmid Dieuwke Hupkes Ivan Titov 25 27 0 13 Dec 2021
LMdiff: A Visual Diff Tool to Compare Language Models Hendrik Strobelt Benjamin Hoover Arvind Satyanarayan Sebastian Gehrmann VLM 21 19 0 02 Nov 2021
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining Andreas Madsen Nicholas Meade Vaibhav Adlakha Siva Reddy 96 35 0 15 Oct 2021
Conditional probing: measuring usable information beyond a baseline John Hewitt Kawin Ethayarajh Percy Liang Christopher D. Manning 31 55 0 19 Sep 2021
Learning Mathematical Properties of Integers Maria Ryskina Kevin Knight 18 6 0 15 Sep 2021
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers Stella Frank Emanuele Bugliarello Desmond Elliott 25 81 0 09 Sep 2021
Towards Natural Language Interfaces for Data Visualization: A Survey Leixian Shen Enya Shen Yuyu Luo Xiaocong Yang Xuming Hu Xiongshuai Zhang Zhiwei Tai Jianmin Wang 29 137 0 08 Sep 2021
DuTrust: A Sentiment Analysis Dataset for Trustworthiness Evaluation Lijie Wang Hao Liu Shu-ping Peng Hongxuan Tang Xinyan Xiao Ying Chen Hua-Hong Wu Haifeng Wang 17 5 0 30 Aug 2021
Layer-wise Analysis of a Self-supervised Speech Representation Model Ankita Pasad Ju-Chieh Chou Karen Livescu SSL 24 287 0 10 Jul 2021
Can Transformer Language Models Predict Psychometric Properties? Antonio Laverghetta Animesh Nighojkar Jamshidbek Mirzakhalov John Licato LM&MA 27 14 0 12 Jun 2021
How Reliable are Model Diagnostics? V. Aribandi Yi Tay Donald Metzler 11 19 0 12 May 2021
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? William Merrill Yoav Goldberg Roy Schwartz Noah A. Smith 13 67 0 22 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 22 471 0 16 Apr 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval Kyoung-Rok Jang Junmo Kang Giwon Hong Sung-Hyon Myaeng Joohee Park Taewon Yoon Heecheol Seo 23 20 0 15 Apr 2021
Are NLP Models really able to Solve Simple Math Word Problems? Arkil Patel S. Bhattamishra Navin Goyal ReLM LRM 24 762 0 12 Mar 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 258 343 0 01 Feb 2021
Meta-trained agents implement Bayes-optimal agents Vladimir Mikulik Grégoire Delétang Tom McGrath Tim Genewein Miljan Martic Shane Legg Pedro A. Ortega OOD FedML 27 40 0 21 Oct 2020
Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh Tovly Deutsch Stephen Casper Yonatan Belinkov Stuart M. Shieber 13 13 0 07 Jun 2020
Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions Xiaochuang Han Byron C. Wallace Yulia Tsvetkov MILM FAtt AAML TDI 13 164 0 14 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 52 34 0 04 May 2020