{"total":101,"rows":[{"id":"2307.05782","title":"Large Language Models","created":"2023-07-11","cited_by_count":780,"area":null},{"id":"2102.01017","title":"Measuring and Improving Consistency in Pretrained Language Models","created":"2021-02-01","cited_by_count":364,"area":null},{"id":"2106.06087","title":"Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models","created":"2021-06-10","cited_by_count":131,"area":null},{"id":"2209.11326","title":"Towards Faithful Model Explanation in NLP: A Survey","created":"2022-09-22","cited_by_count":130,"area":null},{"id":"2103.06678","title":"The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models","created":"2021-03-11","cited_by_count":119,"area":null},{"id":"2305.08809","title":"Interpretability at Scale: Identifying Causal Mechanisms in Alpaca","created":"2023-05-15","cited_by_count":103,"area":null},{"id":"2205.10964","title":"The Geometry of Multilingual Language Model Representations","created":"2022-05-22","cited_by_count":95,"area":null},{"id":"2401.01055","title":"LLaMA Beyond English: An Empirical Study on Language Capability Transfer","created":"2024-01-02","cited_by_count":95,"area":null},{"id":"2504.02768","title":"MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs","created":"2025-04-03","cited_by_count":71,"area":null},{"id":"2106.12066","title":"It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning","created":"2021-06-22","cited_by_count":69,"area":null},{"id":"2101.11109","title":"First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT","created":"2021-01-26","cited_by_count":65,"area":null},{"id":"2107.05677","title":"Codified audio language modeling learns useful representations for music information retrieval","created":"2021-07-12","cited_by_count":64,"area":null},{"id":"2501.06346","title":"Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages","created":"2025-01-10","cited_by_count":59,"area":null},{"id":"2305.03210","title":"AttentionViz: A Global View of Transformer Attention","created":"2023-05-04","cited_by_count":50,"area":null},{"id":"2107.00676","title":"A Primer on Pretrained Multilingual Language Models","created":"2021-07-01","cited_by_count":49,"area":null},{"id":"2101.11043","title":"Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT","created":"2021-01-26","cited_by_count":41,"area":null},{"id":"2202.09583","title":"Models and Datasets for Cross-Lingual Summarisation","created":"2022-02-19","cited_by_count":36,"area":null},{"id":"2306.07377","title":"Lost in Translation: Large Language Models in Non-English Content Analysis","created":"2023-06-12","cited_by_count":35,"area":null},{"id":"2205.11758","title":"Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models","created":"2022-05-24","cited_by_count":32,"area":null},{"id":"2104.01477","title":"Exploring the Role of BERT Token Representations to Explain Sentence Probing Results","created":"2021-04-03","cited_by_count":29,"area":null},{"id":"2408.10441","title":"Goldfish: Monolingual Language Models for 350 Languages","created":"2024-08-19","cited_by_count":29,"area":null},{"id":"2203.09397","title":"Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models","created":"2022-03-17","cited_by_count":28,"area":null},{"id":"2203.10326","title":"Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models","created":"2022-03-19","cited_by_count":28,"area":null},{"id":"2205.12672","title":"Discovering Language-neutral Sub-networks in Multilingual Language Models","created":"2022-05-25","cited_by_count":28,"area":null},{"id":"2206.10139","title":"Insights into Pre-training via Simpler Synthetic Tasks","created":"2022-06-21","cited_by_count":26,"area":null},{"id":"2110.04504","title":"An Isotropy Analysis in the Multilingual BERT Embedding Space","created":"2021-10-09","cited_by_count":25,"area":null},{"id":"2412.05571","title":"A polar coordinate system represents syntax in large language models","created":"2024-12-07","cited_by_count":25,"area":null},{"id":"2410.06496","title":"On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task","created":"2024-10-09","cited_by_count":24,"area":null},{"id":"2407.14662","title":"Relational Composition in Neural Networks: A Survey and Call to Action","created":"2024-07-19","cited_by_count":23,"area":null},{"id":"2101.10927","title":"Attention Can Reflect Syntactic Structure (If You Let It)","created":"2021-01-26","cited_by_count":22,"area":null},{"id":"2402.14700","title":"Unveiling Linguistic Regions in Large Language Models","created":"2024-02-22","cited_by_count":22,"area":null},{"id":"2109.03160","title":"How much pretraining data do language models need to learn syntax?","created":"2021-09-07","cited_by_count":21,"area":null},{"id":"2305.13175","title":"Discovering Universal Geometry in Embeddings with ICA","created":"2023-05-22","cited_by_count":19,"area":null},{"id":"2401.05792","title":"Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations","created":"2024-01-11","cited_by_count":19,"area":null},{"id":"2310.04861","title":"Uncovering hidden geometry in Transformers via disentangling position and context","created":"2023-10-07","cited_by_count":18,"area":null},{"id":"2206.11719","title":"AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models","created":"2022-06-23","cited_by_count":16,"area":null},{"id":"2311.09194","title":"Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models","created":"2023-11-15","cited_by_count":16,"area":null},{"id":"2211.02738","title":"Intriguing Properties of Compression on Multilingual Models","created":"2022-11-04","cited_by_count":15,"area":null},{"id":"2305.11806","title":"The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics","created":"2023-05-19","cited_by_count":15,"area":null},{"id":"2109.07348","title":"Cross-lingual Transfer of Monolingual Models","created":"2021-09-15","cited_by_count":14,"area":null},{"id":"2210.14328","title":"Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models","created":"2022-10-25","cited_by_count":14,"area":null},{"id":"2305.13286","title":"How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning","created":"2023-05-22","cited_by_count":14,"area":null},{"id":"2403.05189","title":"Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge","created":"2024-03-08","cited_by_count":14,"area":null},{"id":"2109.13770","title":"Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health","created":"2021-09-28","cited_by_count":13,"area":null},{"id":"2107.12930","title":"gaBERT -- an Irish Language Model","created":"2021-07-27","cited_by_count":12,"area":null},{"id":"2305.02469","title":"The System Model and the User Model: Exploring AI Dashboard Design","created":"2023-05-04","cited_by_count":12,"area":null},{"id":"2310.11923","title":"Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing","created":"2023-10-18","cited_by_count":12,"area":null},{"id":"2106.02134","title":"Syntax-augmented Multilingual BERT for Cross-lingual Transfer","created":"2021-06-03","cited_by_count":11,"area":null},{"id":"2402.02099","title":"Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models","created":"2024-02-03","cited_by_count":11,"area":null},{"id":"2502.06604","title":"Do we really have to filter out random noise in pre-training data for language models?","created":"2025-02-10","cited_by_count":11,"area":null},{"id":"2204.09168","title":"Analyzing Gender Representation in Multilingual Models","created":"2022-04-20","cited_by_count":10,"area":null},{"id":"2212.10879","title":"Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?","created":"2022-12-21","cited_by_count":10,"area":null},{"id":"2101.11888","title":"Does Typological Blinding Impede Cross-Lingual Sharing?","created":"2021-01-28","cited_by_count":9,"area":null},{"id":"2301.04704","title":"SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings","created":"2023-01-11","cited_by_count":9,"area":null},{"id":"2301.08115","title":"Language Embeddings Sometimes Contain Typological Generalizations","created":"2023-01-19","cited_by_count":9,"area":null},{"id":"2310.18696","title":"Probing LLMs for Joint Encoding of Linguistic Categories","created":"2023-10-28","cited_by_count":9,"area":null},{"id":"2104.08464","title":"A multilabel approach to morphosyntactic probing","created":"2021-04-17","cited_by_count":8,"area":null},{"id":"2306.06205","title":"Morphosyntactic probing of multilingual BERT models","created":"2023-06-09","cited_by_count":8,"area":null},{"id":"2512.03676","title":"Different types of syntactic agreement recruit the same units within large language models","created":"2025-12-03","cited_by_count":8,"area":null},{"id":"2206.01512","title":"Latent Topology Induction for Understanding Contextualized Representations","created":"2022-06-03","cited_by_count":7,"area":null},{"id":"2211.04281","title":"SocioProbe: What, When, and Where Language Models Learn about Sociodemographics","created":"2022-11-08","cited_by_count":7,"area":null},{"id":"2403.04872","title":"Code-Mixed Probes Show How Pre-Trained Models Generalise On Code-Switched Text","created":"2024-03-07","cited_by_count":7,"area":null},{"id":"2101.11492","title":"On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations","created":"2021-01-27","cited_by_count":6,"area":null},{"id":"2204.00996","title":"Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension","created":"2022-04-03","cited_by_count":6,"area":null},{"id":"2212.10696","title":"Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering","created":"2022-12-21","cited_by_count":6,"area":null},{"id":"2305.02215","title":"Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages","created":"2023-05-03","cited_by_count":6,"area":null},{"id":"2310.12794","title":"Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization","created":"2023-10-19","cited_by_count":6,"area":null},{"id":"2406.16563","title":"Are there identifiable structural parts in the sentence embedding whole?","created":"2024-06-24","cited_by_count":6,"area":null},{"id":"2406.17837","title":"Transformer Normalisation Layers and the Independence of Semantic Subspaces","created":"2024-06-25","cited_by_count":6,"area":null},{"id":"2409.06567","title":"Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement","created":"2024-09-10","cited_by_count":6,"area":null},{"id":"2604.13627","title":"(How) Learning Rates Regulate Catastrophic Overtraining","created":"2026-04-15","cited_by_count":6,"area":null},{"id":"2204.06457","title":"The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer","created":"2022-04-13","cited_by_count":5,"area":null},{"id":"2311.07497","title":"Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structure","created":"2023-11-13","cited_by_count":5,"area":null},{"id":"2406.06591","title":"Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging","created":"2024-06-05","cited_by_count":4,"area":null},{"id":"2106.01904","title":"Representing Syntax and Composition with Geometric Transformations","created":"2021-06-03","cited_by_count":3,"area":null},{"id":"2205.11987","title":"Word-order typology in Multilingual BERT: A case study in subordinate-clause detection","created":"2022-05-24","cited_by_count":3,"area":null},{"id":"2210.13236","title":"Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation","created":"2022-10-24","cited_by_count":3,"area":null},{"id":"2102.00827","title":"Automatic Expansion of Domain-Specific Affective Models for Web Intelligence Applications","created":"2021-02-01","cited_by_count":2,"area":null},{"id":"2211.00106","title":"Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks","created":"2022-10-31","cited_by_count":2,"area":null},{"id":"2308.13315","title":"Construction Grammar and Language Models","created":"2023-08-25","cited_by_count":2,"area":null},{"id":"2310.18862","title":"Counterfactually Probing Language Identity in Multilingual Models","created":"2023-10-29","cited_by_count":2,"area":null},{"id":"2410.02611","title":"IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?","created":"2024-10-03","cited_by_count":2,"area":null},{"id":"2502.12001","title":"Merging Language and Domain Specific Models: The Impact on Technical Vocabulary Acquisition","created":"2025-02-17","cited_by_count":2,"area":null},{"id":"2509.01606","title":"Testing the assumptions about the geometry of sentence embedding spaces: the cosine measure need not apply","created":"2025-09-01","cited_by_count":2,"area":null},{"id":"2104.03630","title":"A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders","created":"2021-04-08","cited_by_count":1,"area":null},{"id":"2109.04921","title":"Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes","created":"2021-09-10","cited_by_count":1,"area":null},{"id":"2210.06928","title":"Sentence Ambiguity, Grammaticality and Complexity Probes","created":"2022-10-13","cited_by_count":1,"area":null},{"id":"2211.00479","title":"Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models","created":"2022-09-15","cited_by_count":1,"area":null},{"id":"2510.13849","title":"Language steering in latent space to mitigate unintended code-switching","created":"2025-10-11","cited_by_count":1,"area":null},{"id":"2511.16693","title":"How Language Directions Align with Token Geometry in Multilingual LLMs","created":"2025-11-16","cited_by_count":1,"area":null},{"id":"2601.19926","title":"The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models","created":"2026-01-09","cited_by_count":1,"area":null},{"id":"2601.20592","title":"A Computational Approach to Language Contact -- A Case Study of Persian","created":"2026-01-28","cited_by_count":1,"area":null},{"id":"2112.12356","title":"Do Multi-Lingual Pre-trained Language Models Reveal Consistent Token Attributions in Different Languages?","created":"2021-12-23","cited_by_count":0,"area":null},{"id":"2210.05487","title":"Like a bilingual baby: The advantage of visually grounding a bilingual language model","created":"2022-10-11","cited_by_count":0,"area":null},{"id":"2506.21222","title":"Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval","created":"2025-06-26","cited_by_count":0,"area":null},{"id":"2601.15809","title":"SteerEval: Inference-time Interventions Strengthen Multilingual Generalization in Neural Summarization Metrics","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2604.07095","title":"Multilingual Embedding Probes Fail to Generalize Across Learner Corpora","created":"2026-04-08","cited_by_count":0,"area":null},{"id":"2604.22730","title":"Neural Recovery of Historical Lexical Structure in Bantu Languages from Modern Data","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2608.27813","title":"Representation of syntax in LLMs through the lens of linear distance and similarity-aware entropy","created":"2026-08-28","cited_by_count":0,"area":null},{"id":"2608.28924","title":"Causal Interventions Reveal Typologically Organized Syntactic Mechanisms in Multilingual Language Models","created":"2026-08-28","cited_by_count":0,"area":null}],"next_cursor":"100"}