Muppet: Massive Multi-task Representations with Pre-Finetuning Jan 26, 2021 Abstractive Text Summarization Common Sense Reasoning
Code Code Available 4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding Mar 22, 2025 Benchmarking Object
Code Code Available Learning Intrinsic Sparse Structures within Long Short-Term Memory Sep 15, 2017 Language Modeling Language Modelling
Code Code Available BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Apr 10, 2019 Question Answering
Code Code Available Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMs May 27, 2025 Audio-visual Question Answering Question Answering
Code Code Available Learning Musical Representations for Music Performance Question Answering Feb 10, 2025 Question Answering
Code Code Available Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia Aug 1, 2018 Knowledge Graphs Question Answering
Code Code Available Commonsense Properties from Query Logs and Question Answering Forums May 27, 2019 Question Answering
Code Code Available Background Summarization of Event Timelines Oct 24, 2023 News Summarization Question Answering
Code Code Available Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models Sep 30, 2024 Few-Shot Learning In-Context Learning
Code Code Available Commonsense Knowledge Mining from Term Definitions Feb 1, 2021 Knowledge Graphs Natural Language Understanding
Code Code Available Learning Recurrent Span Representations for Extractive Question Answering Nov 4, 2016 Answer Selection Extractive Question-Answering
Code Code Available Learning Relation Entailment with Structured and Textual Information Feb 14, 2020 Question Answering Relation
Code Code Available Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering Jul 17, 2019 Knowledge Base Question Answering Question Answering
Code Code Available Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model Nov 4, 2020 Question Answering
Code Code Available PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs Aug 31, 2020 Entity Disambiguation Entity Linking
Code Code Available MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering Jul 21, 2023 Fact Checking Misinformation
Code Code Available BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data Oct 1, 2024 Code Generation Logical Reasoning
Code Code Available Learning Representations of Sets through Optimized Permutations Dec 10, 2018 General Classification Question Answering
Code Code Available NAAQA: A Neural Architecture for Acoustic Question Answering Jun 11, 2021 Acoustic Question Answering Question Answering
Code Code Available Commonsense for Generative Multi-Hop Question Answering Tasks Sep 17, 2018 Decoder Implicit Relations
Code Code Available FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering Oct 6, 2024 Asset Management Question Answering
Code Code Available A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Sep 24, 2024 Dialogue State Tracking Dialogue Understanding
Code Code Available NE-Table: A Neural key-value table for Named Entities Apr 22, 2018 Goal-Oriented Dialog Question Answering
Code Code Available Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts Jun 16, 2024 Decoder Form
Code Code Available Learning Semantic Textual Similarity from Conversations Apr 20, 2018 Community Question Answering Natural Language Inference
Code Code Available REFinD: Relation Extraction Financial Dataset May 22, 2023 Articles General Knowledge
Code Code Available Are Red Roses Red? Evaluating Consistency of Question-Answering Models Jul 1, 2019 Question Answering valid
Code Code Available Faithful Question Answering with Monte-Carlo Planning May 4, 2023 Decision Making Question Answering
Code Code Available A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering Oct 13, 2020 Answer Selection Conversational Question Answering
Code Code Available Question Answering with Subgraph Embeddings Jun 14, 2014 Question Answering
Code Code Available Robust Explanations for Visual Question Answering Jan 23, 2020 Question Answering Visual Question Answering
Code Code Available Scaling Neural Machine Translation Jun 1, 2018 GPU Machine Translation
Code Code Available NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering Jun 1, 2021 Data Augmentation Knowledge Base Question Answering
Code Code Available Learning the meanings of function words from grounded language using a visual question answering model Aug 16, 2023 Logical Reasoning Question Answering
Code Code Available Learning from Explanations with Neural Execution Tree Nov 4, 2019 Data Augmentation Multi-hop Question Answering
Code Code Available ADKGD: Anomaly Detection in Knowledge Graphs with Dual-Channel Training Jan 13, 2025 Anomaly Detection Knowledge Graphs
Code Code Available Learning to Answer Biomedical Questions: OAQA at BioASQ 4B Aug 1, 2016 Question Answering
Code Code Available Are Large Language Models Really Robust to Word-Level Perturbations? Sep 20, 2023 Diagnostic Question Answering
Code Code Available AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning Jan 1, 2025 Audio-visual Question Answering Continual Learning
Code Code Available Common-Knowledge Concept Recognition for SEVA Mar 26, 2020 Entity Extraction using GAN graph construction
Code Code Available Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models Mar 30, 2025 Knowledge Graphs Multiple-choice
Code Code Available Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning Feb 7, 2018 Language Modeling Language Modelling
Code Code Available Faithful Chain-of-Thought Reasoning Jan 31, 2023 Math Multi-hop Question Answering
Code Code Available FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced Languages Jun 6, 2024 Answer Generation Question Answering
Code Code Available StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children's Story-Based Learning Nov 16, 2023 Question Answering World Knowledge
Code Code Available Learning to Perform Role-Filler Binding with Schematic Knowledge Feb 24, 2019 Question Answering Sentence
Code Code Available FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes Jun 3, 2025 Benchmarking Feature Engineering
Code Code Available Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering Aug 28, 2018 AI2 Reasoning Challenge ARC
Code Code Available Facts That Matter Oct 1, 2018 Clustering Diversity
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