Synthical logo
Synthical
Your space
Profile
Activity
Favorites
Folders
Feeds
All articles
Contacts
About
Simple
Original

Articles by Chandan Singh

Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries
14 December 2024 by Zelalem Gero and others
Computation and Language, Artificial Intelligence
Interpretable Language Modeling via Induction-head Ngram Models
31 October 2024 by Eunji Kim and others
Computation and Language, Artificial Intelligence
Bayesian Concept Bottleneck Models with LLM Priors
21 October 2024 by Jean Feng and others
Machine Learning, Artificial Intelligence
Vector-ICL: In-context Learning with Continuous Vector Representations
8 October 2024 by Yufan Zhuang and others
Computation and Language, Artificial Intelligence
A generative framework to bridge data-driven models and scientific theories in language neuroscience
1 October 2024 by Richard Antonello and others at LogoUC Berkeley
Computation and Language, Neurons and Cognition
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
1 October 2024 by Qingru Zhang and others
Computation and Language, Machine Learning
Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering
16 September 2024 by Qingru Zhang and others
Computation and Language, Artificial Intelligence
Hydrostatic and chemical pressure driven crossover from commensurate to the incommensurate state of the Weyl semimetal Mn_{3+x}Sn_{1-x}
16 September 2024 by Kuntala Bhattacharya and others
Strongly Correlated Electrons
Employing Vector Field Techniques on the Analysis of Memristor Cellular Nonlinear Networks Cell Dynamics
6 August 2024 by Chandan Singh and others
Emerging Technologies
Tissue Inhibitor of Metalloproteinase 3 (TIMP3) mutations increase glycolytic activity and dysregulate glutamine metabolism in RPE cells
22 July 2024 by A. Grenell and others at LogoCase Western Reserve University
Biochemistry
Low intensity mechanical signals promote proliferation in a cell-specific manner: Tailoring a non-drug strategy to enhance biomanufacturing yields.
2 July 2024 by M. Chan and others at LogoStony Brook University
Bioengineering
Crafting Interpretable Embeddings by Asking LLMs Questions
26 May 2024 by Vinamra Benara and others
Computation and Language, Artificial Intelligence
Learning a Decision Tree Algorithm with Transformers
6 February 2024 by Yufan Zhuang and others
Machine Learning, Artificial Intelligence
Rethinking Interpretability in the Era of Large Language Models
30 January 2024 by Chandan Singh and others
Computation and Language, Artificial Intelligence
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning
25 January 2024 by Yanda Chen and others at LogoUC Berkeley
Computation and Language, Artificial Intelligence
Explaining black box text modules in natural language with language models
15 November 2023 by Chandan Singh and others
Artificial Intelligence, Computation and Language
Tree Prompting: Efficient Task Adaptation without Fine-Tuning
21 October 2023 by John Morris and others
Computation and Language, Machine Learning
Revisiting minimum description length complexity in overparameterized models
12 October 2023 by Raaz Dwivedi and others
Machine Learning, Information Theory
Self-Verification Improves Few-Shot Clinical Information Extraction
30 May 2023 by Zelalem Gero and others
Computation and Language, Machine Learning
Explaining Patterns in Data with Language Models via Interpretable Autoprompting
26 January 2023 by Chandan Singh and others
Machine Learning, Artificial Intelligence
Orthogonal Transforms for Learning Invariant Representations in Equivariant Neural Networks
31 December 2022 by Jaspreet Singh and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Emb-GAM: an Interpretable and Efficient Predictor using Pre-trained Language Models
15 November 2022 by Chandan Singh and Jianfeng Gao
Artificial Intelligence, Computation and Language
Multi-messenger characterization of Mrk 501 during historically low X-ray and γ-ray activity
8 November 2022 by Hiroaki Abe and others
High Energy Astrophysical Phenomena
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
11 October 2022 by Kaustubh Dhole and others
Computation and Language, Artificial Intelligence
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments
22 September 2022 by Jaspreet Singh and Chandan Singh
Computer Vision and Pattern Recognition
Selection of optimum formulation of RBD-based protein sub-unit covid19 vaccine (Corbevax) based on safety and immunogenicity in an open-label, randomized Phase-1 and 2 clinical studies
12 August 2022 by S. Thuluva and others at LogoAll India Institute of Medical Sciences
Infectious Diseases
Predictability and Stability Testing to Assess Clinical Decision Instrument Performance for Children After Blunt Torso Trauma
8 August 2022 by A. Kornblith and others at LogoUC Berkeley
Emergency Medicine
Persistence of immunity and impact of a third (booster) dose of an inactivated SARS-CoV-2 vaccine, BBV152; a phase 2, double-blind, randomised controlled trial
14 July 2022 by K. Vadrevu and others
Infectious Diseases
Immunogenicity and safety of an inactivated SARS-CoV-2 vaccine (BBV152) in children from 2 to 18 years of age: an open-label, age-de-escalation phase 2/3 study
16 June 2022 by K. Vadrevu and others
Infectious Diseases
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
10 June 2022 by Aarohi Srivastava and others
Computation and Language, Artificial Intelligence
Load more