AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Sep 11, 2024 Language Modelling Large Language Model
Code Code Available 15 I2I: Initializing Adapters with Improvised Knowledge Apr 4, 2023 Continual Learning Question Answering
Code Code Available 15 Large Language Models Struggle to Learn Long-Tail Knowledge Nov 15, 2022 Entity Linking Question Answering
Code Code Available 15 I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision Nov 17, 2022 Image Captioning Question Answering
Code Code Available 15 Benchmarking large language models for biomedical natural language processing applications and recommendations May 10, 2023 Benchmarking Document Classification
Code Code Available 15 CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs Apr 5, 2021 Benchmarking Knowledge Graphs
Code Code Available 15 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available 15 CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering Apr 4, 2024 Language Modeling Language Modelling
Code Code Available 15 RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark Oct 29, 2020 Common Sense Reasoning Diagnostic
Code Code Available 15 R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering May 24, 2018 Question Answering Relation
Code Code Available 15 CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training Oct 14, 2021 Open-Domain Question Answering Question Answering
Code Code Available 15 SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency Nov 3, 2023 Hallucination Question Answering
Code Code Available 15 Large Language Models in the Clinic: A Comprehensive Benchmark Apr 25, 2024 Decision Making Document Summarization
Code Code Available 15 QuestEval: Summarization Asks for Fact-based Evaluation Mar 23, 2021 Question Answering
Code Code Available 15 Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available 15 Cerbero-7B: A Leap Forward in Language-Specific LLMs Through Enhanced Chat Corpus Generation and Evaluation Nov 27, 2023 Diversity Language Modelling
Code Code Available 15 SATORI-R1: Incentivizing Multimodal Reasoning with Spatial Grounding and Verifiable Rewards May 25, 2025 Image Captioning Multimodal Reasoning
Code Code Available 15 SCAI-QReCC Shared Task on Conversational Question Answering Jan 26, 2022 Answer Generation Conversational Question Answering
Code Code Available 15 Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Feb 17, 2021 Caption Generation Diversity
Code Code Available 15 Consistency-preserving Visual Question Answering in Medical Imaging Jun 27, 2022 Question Answering Visual Question Answering
Code Code Available 15 Large language model validity via enhanced conformal prediction methods Jun 14, 2024 Conformal Prediction Language Modeling
Code Code Available 15 IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents Dec 10, 2024 Cross-Modal Retrieval Image Classification
Code Code Available 15 Lattice CNNs for Matching Based Chinese Question Answering Feb 25, 2019 Diversity Question Answering
Code Code Available 15 Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs Mar 12, 2024 Knowledge Graphs Multiple-choice
Code Code Available 15 SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking Jun 16, 2024 Open-Ended Question Answering Question Answering
Code Code Available 15 ChainCQG: Flow-Aware Conversational Question Generation Feb 4, 2021 Conversational Question Answering Question Answering
Code Code Available 15 Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
Code Code Available 15 Scene Text Visual Question Answering May 31, 2019 Question Answering Visual Question Answering
Code Code Available 15 Large Language Models can be Guided to Evade AI-Generated Text Detection May 18, 2023 Question Answering Text Detection
Code Code Available 15 Complex Temporal Question Answering on Knowledge Graphs Sep 18, 2021 16k Entity Embeddings
Code Code Available 15 Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata May 23, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available 15 Large Language Models are Temporal and Causal Reasoners for Video Question Answering Oct 24, 2023 Natural Language Understanding Question Answering
Code Code Available 15 Large Language Models Encode Clinical Knowledge Dec 26, 2022 Clinical Knowledge MedQA
Code Code Available 15 Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available 15 LaPA: Latent Prompt Assist Model For Medical Visual Question Answering Apr 19, 2024 Medical Visual Question Answering Question Answering
Code Code Available 15 Chain-of-Skills: A Configurable Model for Open-domain Question Answering May 4, 2023 Open-Domain Question Answering Question Answering
Code Code Available 15 CompAct: Compressing Retrieved Documents Actively for Question Answering Jul 12, 2024 Multi-hop Question Answering Question Answering
Code Code Available 15 Large Language Models are Built-in Autoregressive Search Engines May 16, 2023 Open-Domain Question Answering Question Answering
Code Code Available 15 Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment Feb 2, 2023 Attribute Few-Shot Image Classification
Code Code Available 15 Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Apr 9, 2023 Document Classification named-entity-recognition
Code Code Available 15 ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question Answering Jun 7, 2024 Information Retrieval Question Answering
Code Code Available 15 Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings Jul 1, 2020 Answer Selection Knowledge Graphs
Code Code Available 15 Language Repository for Long Video Understanding Mar 21, 2024 EgoSchema Question Answering
Code Code Available 15 Improving Passage Retrieval with Zero-Shot Question Generation Apr 15, 2022 Language Modeling Language Modelling
Code Code Available 15 SD-QA: Spoken Dialectal Question Answering for the Real World Sep 24, 2021 Fairness Question Answering
Code Code Available 15 Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment Jun 11, 2021 Denoising Language Modeling
Code Code Available 15 Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Oct 5, 2022 Common Sense Reasoning Language Modelling
Code Code Available 15 Language Models as Science Tutors Feb 16, 2024 GSM8K Math
Code Code Available 15 Language Models are Unsupervised Multitask Learners Feb 14, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available 15 Language Models Learn to Mislead Humans via RLHF Sep 19, 2024 Question Answering
Code Code Available 15