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08/06/2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
Large language models (LLMs) have demonstrated remarkable performance ac...
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07/12/2023
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
Incremental decision making in real-world environments is one of the mos...
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06/02/2023
Multilingual Conceptual Coverage in Text-to-Image Models
We propose "Conceptual Coverage Across Languages" (CoCo-CroLa), a techni...
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05/30/2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
The open-ended Visual Question Answering (VQA) task requires AI models t...
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05/27/2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
Large language models (LLMs) have notably enhanced the fluency and diver...
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05/24/2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
Attaining a high degree of user controllability in visual generation oft...
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05/24/2023
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
Large language models (LLMs) excel at implementing code from functionali...
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05/23/2023
Text-guided 3D Human Generation from 2D Collections
3D human modeling has been widely used for engaging interaction in gamin...
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05/23/2023
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback
The field of automatic evaluation of text generation made tremendous pro...
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05/23/2023
Let's Think Frame by Frame: Evaluating Video Chain of Thought with Video Infilling and Prediction
Despite constituting 65 underrepresented in generative AI research. Mean...
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05/23/2023
Mitigating Language Model Hallucination with Interactive Question-Knowledge Alignment
Despite the remarkable recent advances in language models, they still st...
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05/23/2023
EDIS: Entity-Driven Image Search over Multimodal Web Content
Making image retrieval methods practical for real-world search applicati...
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05/18/2023
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation
The field of text-to-image (T2I) generation has garnered significant att...
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05/18/2023
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
Existing automatic evaluation on text-to-image synthesis can only provid...
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05/18/2023
Discriminative Diffusion Models as Few-shot Vision and Language Learners
Diffusion models, such as Stable Diffusion, have shown incredible perfor...
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05/18/2023
Data Augmentation for Diverse Voice Conversion in Noisy Environments
Voice conversion (VC) models have demonstrated impressive few-shot conve...
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05/03/2023
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings
Recent advances in large language models elicit reasoning in a chain of ...
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05/02/2023
Multimodal Procedural Planning via Dual Text-Image Prompting
Embodied agents have achieved prominent performance in following human i...
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03/09/2023
Users are the North Star for AI Transparency
Despite widespread calls for transparent artificial intelligence systems...
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02/05/2023
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
Diffusion models show promising generation capability for a variety of d...
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01/27/2023
Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning
In recent years, pre-trained large language models have demonstrated rem...
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01/21/2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Neural text-to-SQL models have achieved remarkable performance in transl...
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12/19/2022
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks
Generative models have been widely applied to solve extractive tasks, wh...
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12/19/2022
Foveate, Attribute, and Rationalize: Towards Safe and Trustworthy AI
Users' physical safety is an increasing concern as the market for intell...
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12/19/2022
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation
Is it possible to leverage large scale raw and raw parallel corpora to b...
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12/17/2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
There has been great progress in unifying various table-to-text tasks us...
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12/09/2022
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
Large-scale diffusion models have achieved state-of-the-art results on t...
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11/23/2022
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation
Generating a video given the first several static frames is challenging ...
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10/25/2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval
Building dense retrievers requires a series of standard procedures, incl...
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10/21/2022
WikiWhy: Answering and Explaining Cause-and-Effect Questions
As large language models (LLMs) grow larger and more sophisticated, asse...
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10/19/2022
CPL: Counterfactual Prompt Learning for Vision and Language Models
Prompt tuning is a new few-shot transfer learning technique that only tu...
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10/18/2022
SafeText: A Benchmark for Exploring Physical Safety in Language Models
Understanding what constitutes safe text is an important issue in natura...
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10/18/2022
ULN: Towards Underspecified Vision-and-Language Navigation
Vision-and-Language Navigation (VLN) is a task to guide an embodied agen...
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10/17/2022
Mitigating Covertly Unsafe Text within Natural Language Systems
An increasingly prevalent problem for intelligent technologies is text s...
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10/12/2022
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
Multilingual information retrieval is challenging due to the lack of tra...
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10/11/2022
CLIP also Understands Text: Prompting CLIP for Phrase Understanding
Contrastive Language-Image Pretraining (CLIP) efficiently learns visual ...
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10/10/2022
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis
Is it possible to build a general and automatic natural language generat...
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10/07/2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
With the recent advance in large pre-trained language models, researcher...
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10/07/2022
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation
Recent advances in text-to-image synthesis make it possible to visualize...
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10/07/2022
Knowledge-Grounded Reinforcement Learning
Receiving knowledge, abiding by laws, and being aware of regulations are...
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10/07/2022
Atomized Deep Learning Models
Deep learning models often tackle the intra-sample structure, such as th...
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09/10/2022
Anticipating the Unseen Discrepancy for Vision and Language Navigation
Vision-Language Navigation requires the agent to follow natural language...
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09/04/2022
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling
Masked visual modeling (MVM) has been recently proven effective for visu...
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06/06/2022
Neuro-Symbolic Causal Language Planning with Commonsense Prompting
Language planning aims to implement complex high-level goals by decompos...
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05/19/2022
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation
Women are often perceived as junior to their male counterparts, even wit...
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05/11/2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue
Existing studies in dialogue system research mostly treat task-oriented ...
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04/28/2022
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data
A pressing challenge in current dialogue systems is to successfully conv...
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04/18/2022
Imagination-Augmented Natural Language Understanding
Human brains integrate linguistic and perceptual information simultaneou...
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04/18/2022
End-to-end Dense Video Captioning as Sequence Generation
Dense video captioning aims to identify the events of interest in an inp...
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03/20/2022