![]() (05/23) New papers in ACL 2023 and IJCAI 2023 and *SEM 2023 on faithful extractive summarization, meeting QA, single-frame bias in VidL, mixed fwd/rev cross-entropy, multimodal graph script induction, continual learning for code generation, exclusive supermasks for CL, modular multi-step reasoning, factuality of LLMs, sequential instruction understanding, and compositional LM differentiable prompting.(06/23) Postdocs Elias Stengel-Eskin and Jaehong Yoon joining us!.(07/23) New papers (including 1 'oral') in ICCV 2023 on text-to-image skill+bias evaluation, scaling VLN, and unified coarse-to-fine alignment for video-text retrieval.(09/23) New papers (including 2 'spotlights') in NeurIPS 2023 on visual programming for interpretable+explainable text-to-image generation and evaluation, any-to-any multimodal generation, LLMs teaching student models, panorama generation for VLN generalization, model merging with interference, localization informing model editing, self-chained videoQA and localization, action knowledge in video-language LLMs, adaptive contextual perception.(10/23) Keynote speaker for AACL-IJCNLP 2023.(10/23) New papers in EMNLP 2023 on reasoning chain/chain-of-thoughts evaluation, context dependency in language generation, data factors for compositional generalization, summary generation with controllable readability levels, multimodal model merging, and causal debiasing of multimodal models.(10/23) Honored and humbled to receive the IIT Kanpur Young Alumnus Award. ![]() (12/23) Keynote speaker for CoNLL 2023.defense for sensitive information deletion in LLMs, Davidsonian Semantics Scene Graphs for reliable T2I evaluation, data pruning with balanced diversity and difficulty, rephrase-based visual question grounding for VLMs, efficient sparse mixture-of-experts, efficient coarse-to-fine pruning for VLMs, analyzing and mitigating hallucinations in VLMs. (01/24) New papers in ICLR 2024 on attack vs.(01/24) Keynote speaker for Lisbon Machine Learning Summer School (LxMLS) 2024.(01/24) Keynote speaker for SouthNLP Symposium 2024.Keynote, CoNLL 2023 Keynote, AACL 20 Narrative Understanding Workshop Auburn + PennState Invited Talks CVPR 2023 Explainable AI for Computer Vision (XAI4CV) Workshop IBM Neuro-Symbolic AI Workshop 2023 MBZUAI AI Quorum's Inaugural NLP Symposium Keynote, 15th International Conference on Natural Language Generation (INLG 2022) ICML 2022 Pre-training Workshop Stanford NLP Seminar, UT Austin AI Forum, ODSC 2022 ![]()
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