Transformers

Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023 InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting AAAI 2023 Inseq: An Interpretability Toolkit for Sequence Generation Models ACL 2023 InstanceFormer: An Online Video Instance Segmentation Framework AAAI 2023 Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023 InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023 InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NeurIPS 2023 InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models EMNLP 2023 Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection ICCV 2023 Integrally Pre-Trained Transformer Pyramid Networks CVPR 2023 InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer EMNLP 2023 Interaction-aware Joint Attention Estimation Using People Attributes ICCV 2023 InterFormer: Interactive Local and Global Features Fusion for Automatic Speech Recognition Interspeech 2023 Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning EMNLP 2023 Intra-ensemble: A New Method for Combining Intermediate Outputs in Transformer-based Automatic Speech Recognition Interspeech 2023 Investigating Efficiently Extending Transformers for Long Input Summarization EMNLP 2023 Investigating the Effect of Discourse Connectives on Transformer Surprisal: Language Models Understand Connectives, Even So They Are Surprised EMNLP 2023 Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions EMNLP 2023 Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters EACL 2023 iREL at SemEval-2023 Task 10: Multi-level Training for Explainable Detection of Online Sexism SemEval 2023 IRIT_IRIS_C at SemEval-2023 Task 6: A Multi-level Encoder-based Architecture for Judgement Prediction of Legal Cases and their Explanation SemEval 2023 Is Attention All That NeRF Needs? ICLR 2023 IS-GGT: Iterative Scene Graph Generation With Generative Transformers CVPR 2023 ISIKSumm at BioLaySumm Task 1: BART-based Summarization System Enhanced with Bio-Entity Labels ACL 2023 ISL-AAST at NADI 2023 shared task: Enhancing Arabic Dialect Identification in the Era of Globalization and Technological Progress EMNLP 2023