Title
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference InformationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zhengyuan Liu Nancy F. Chen 203 1 0 15 Dec 2023
INSPECT: Intrinsic and Systematic Probing Evaluation for Code TransformersIEEE Transactions on Software Engineering (TSE), 2023 Anjan Karmakar Romain Robbes 201 5 0 08 Dec 2023
Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers Polydoros Giannouris Ning Wu Shining Liang Ming Gong Linjun Shou Dongmei Zhang Jia Li LRM 470 20 0 07 Dec 2023
The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP Julian Michael 181 1 0 01 Dec 2023
Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haoyi Wu Kewei Tu 806 4 0 26 Nov 2023
Physical Reasoning and Object Planning for Household Embodied Agents Ayush Agrawal Raghav Prabhakar Anirudh Goyal Dianbo Liu LM&Ro LRM 102 3 0 22 Nov 2023
MELA: Multilingual Evaluation of Linguistic AcceptabilityAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ziyin Zhang Yikang Liu Wei-Ping Huang Junyu Mao Rui Wang Hai Hu 260 15 0 15 Nov 2023
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders Yingji Zhang Marco Valentino Danilo S. Carvalho Ian Pratt-Hartmann André Freitas DRL 162 11 0 14 Nov 2023
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure Michael Wilson Jackson Petty Robert Frank 220 21 0 08 Nov 2023
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 360 11 0 07 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 209 0 0 04 Nov 2023
Emergence of Abstract State Representations in Embodied Sequence ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tian Yun Zilai Zeng Kunal Handa Ashish V. Thapliyal Bo Pang Ellie Pavlick Chen Sun LM&Ro 160 9 0 03 Nov 2023
Mean BERTs make erratic language teachers: the effectiveness of latent bootstrapping in low-resource settings David Samuel 155 4 0 30 Oct 2023
Probing LLMs for Joint Encoding of Linguistic CategoriesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Giulio Starace Konstantinos Papakostas Rochelle Choenni Apostolos Panagiotopoulos Matteo Rosati Alina Leidinger Ekaterina Shutova 225 12 0 28 Oct 2023
Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ahmed Alajrami Katerina Margatina Nikolaos Aletras AAML 124 2 0 26 Oct 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 268 26 0 25 Oct 2023
Evaluating, Understanding, and Improving Constrained Text Generation for Large Language Models Xiang Chen Xiaojun Wan 171 2 0 25 Oct 2023
The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model PretrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ting-Rui Chiang Dani Yogatama 142 1 0 25 Oct 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Raymond Li Gabriel Murray Giuseppe Carenini MoE 145 3 0 24 Oct 2023
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $ε$ -Greedy ExplorationNeural Information Processing Systems (NeurIPS), 2023 Shuai Zhang Hongkang Li Meng Wang Miao Liu Pin-Yu Chen Songtao Lu Sijia Liu K. Murugesan Subhajit Chaudhury 277 38 0 24 Oct 2023
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zheyuan Zhang Shane Storks Fengyuan Hu Sungryull Sohn Moontae Lee Honglak Lee Joyce Chai LRM 195 4 0 24 Oct 2023
Visually Grounded Continual Language Learning with Selective SpecializationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kyra Ahrens Lennart Bengtson Jae Hee Lee Stefan Wermter 271 0 0 24 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 217 6 0 23 Oct 2023
Probing Representations for Document-level Event ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Barry Wang Xinya Du Claire Cardie 99 2 0 23 Oct 2023
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject NumberConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sophie Hao Tal Linzen 134 6 0 23 Oct 2023
Large Language Models are biased to overestimate profoundnessConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Eugenio Herrera-Berg Tomás Vergara Browne Pablo León-Villagrá Marc-Lluís Vives Cristian Buc Calderon ELM 94 8 0 22 Oct 2023
Implications of Annotation Artifacts in Edge Probing Test DatasetsConference on Computational Natural Language Learning (CoNLL), 2023 Sagnik Ray Choudhury Jushaan Kalra 117 1 0 20 Oct 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu Tao Gui Jingting Ye Menghan Zhang Xuanjing Huang 271 6 0 19 Oct 2023
Grounded and Well-rounded: A Methodological Approach to the Study of Cross-modal and Cross-lingual GroundingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Timothee Mickus Elaine Zosa Denis Paperno 159 0 0 18 Oct 2023
Disentangling the Linguistic Competence of Privacy-Preserving BERTBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2023 Stefan Arnold Nils Kemmerzell Annika Schreiner 224 0 0 17 Oct 2023
Assessment of Pre-Trained Models Across Languages and GrammarsInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Alberto Muñoz-Ortiz David Vilares Carlos Gómez-Rodríguez 179 4 0 20 Sep 2023
Leveraging Contextual Information for Effective Entity Salience Detection Rajarshi Bhowmik Marco Ponza Atharva Tendle Anant Gupta Rebecca Jiang Xingyu Lu Qian Zhao Daniel Preoţiuc-Pietro 177 3 0 14 Sep 2023
Semantic reconstruction of continuous language from MEG signalsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Bo Wang Xiran Xu Longxiang Zhang Boda Xiao Xihong Wu Jingshu Chen 94 5 0 14 Sep 2023
Are Emergent Abilities in Large Language Models just In-Context Learning?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Sheng Lu Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Iryna Gurevych LRM ELM ReLM 415 131 0 04 Sep 2023
Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang D. Yin Jundong Li LRM 395 689 0 02 Sep 2023
Construction Grammar and Language Models Harish Tayyar Madabushi Laurence Romain P. Milin Dagmar Divjak 368 7 0 25 Aug 2023
Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023) Jordan Kodner Sarah Payne Jeffrey Heinz LRM 163 15 0 06 Aug 2023
Agentività e telicità in GilBERTo: implicazioni cognitiveItalian Conference on Computational Linguistics (ICL), 2023 A. Lombardi Alessandro Lenci 137 1 0 06 Jul 2023
Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers I. Nejadgholi S. Kiritchenko Kathleen C. Fraser Esma Balkir 186 1 0 04 Jul 2023
Comparing the Efficacy of Fine-Tuning and Meta-Learning for Few-Shot Policy Imitation Massimiliano Patacchiola Mingfei Sun Katja Hofmann Richard Turner OffRL 188 1 0 23 Jun 2023
Towards Explainable Evaluation Metrics for Machine TranslationJournal of machine learning research (JMLR), 2023 Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger ELM 292 23 0 22 Jun 2023
Limits for Learning with Language Models Nicholas M. Asher Swarnadeep Bhar Akshay Chaturvedi Julie Hunter Soumya Paul 162 29 0 21 Jun 2023
Towards Understanding What Code Language Models Learned Toufique Ahmed Dian Yu Chen Huang Cathy Wang Prem Devanbu Kenji Sagae ELM 166 5 0 20 Jun 2023
Operationalising Representation in Natural Language ProcessingBritish Journal for the Philosophy of Science (BJPS), 2023 J. Harding 313 16 0 14 Jun 2023
Morphosyntactic probing of multilingual BERT modelsNatural Language Engineering (NLE), 2023 Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 171 15 0 09 Jun 2023
Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe VLM 161 1 0 03 Jun 2023
Analyzing Text Representations by Measuring Task AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 César González-Gutiérrez Audi Primadhanty Francesco Cazzaro A. Quattoni 127 4 0 31 May 2023
Preserving Pre-trained Features Helps Calibrate Fine-tuned Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Guande He Jianfei Chen Jun Zhu 232 25 0 30 May 2023
Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures Jakob Prange Emmanuele Chersoni 171 0 0 30 May 2023
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-MakingInternational Conference on Learning Representations (ICLR), 2023 Aliyah R. Hsu Yeshwanth Cherapanamjeri Briton Park Tristan Naumann A. Odisho Bin Yu MedIm 192 1 0 27 May 2023