Analysing the Robustness of Dual Encoders for Dense Retrieval Against Misspellings May 4, 2022 Contrastive Learning Data Augmentation
Code Code Available Nash CoT: Multi-Path Inference with Preference Equilibrium Jun 18, 2024 Diversity Question Answering
Code Code Available A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot May 16, 2023 Emotion Classification Question Answering
Code Code Available Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering Dec 11, 2019 Question Answering TAR
Code Code Available Learning to Compose Neural Networks for Question Answering Jan 7, 2016 Question Answering reinforcement-learning
Code Code Available Analysing Mathematical Reasoning Abilities of Neural Models Apr 2, 2019 Mathematical Question Answering Mathematical Reasoning
Code Code Available A Distributional and Orthographic Aggregation Model for English Derivational Morphology Jul 1, 2018 abstractive question answering Machine Translation
Code Code Available Factor Graph Attention Apr 11, 2019 Graph Attention Question Answering
Code Code Available Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering Jun 15, 2021 Multi-hop Question Answering Open-Domain Question Answering
Code Code Available Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation Oct 24, 2020 Knowledge Graphs Question Answering
Code Code Available CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning Nov 9, 2019 Common Sense Reasoning Question Answering
Code Code Available RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models Feb 21, 2024 Instruction Following Machine Translation
Code Code Available Automatic Opinion Question Generation Nov 1, 2018 Community Question Answering Question Answering
Code Code Available Fact Checking in Community Forums Mar 8, 2018 Community Question Answering Fact Checking
Code Code Available Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models Feb 27, 2024 Common Sense Reasoning Question Answering
Code Code Available Learning to Exploit Structured Resources for Lexical Inference Jul 1, 2015 Question Answering
Code Code Available Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction May 1, 2015 Machine Translation NER
Code Code Available F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Oct 13, 2020 Model Selection Question Answering
Code Code Available Porting an Open Information Extraction System from English to German Nov 1, 2016 Open Information Extraction Question Answering
Code Code Available Learning to Follow Object-Centric Image Editing Instructions Faithfully Oct 29, 2023 Object Question Answering
Code Code Available Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available Eyes on the Road: State-of-the-Art Video Question Answering Models Assessment for Traffic Monitoring Tasks Dec 2, 2024 Multi-Object Tracking Object Tracking
Code Code Available Natural Language Generation Using Link Grammar for General Conversational Intelligence Apr 19, 2021 Question Answering Text Generation
Code Code Available Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Dec 1, 2022 Math Question Answering
Code Code Available Natural Language Processing for Information Extraction Jul 6, 2018 Articles coreference-resolution
Code Code Available Regularization of Distinct Strategies for Unsupervised Question Generation Nov 1, 2020 Few-Shot Learning Question Answering
Code Code Available Question Condensing Networks for Answer Selection in Community Question Answering Jul 1, 2018 Answer Selection Community Question Answering
Code Code Available Portuguese Named Entity Recognition using BERT-CRF Sep 23, 2019 named-entity-recognition Named Entity Recognition
Code Code Available Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Mar 17, 2021 Question Answering Relational Reasoning
Code Code Available Automatic Extraction of Disease Risk Factors from Medical Publications Jul 10, 2024 Articles Question Answering
Code Code Available Natural Language Processing: State of The Art, Current Trends and Challenges Aug 17, 2017 Machine Translation Question Answering
Code Code Available POSQA: Probe the World Models of LLMs with Size Comparisons Oct 20, 2023 Question Answering
Code Code Available Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs Apr 11, 2024 Descriptive Hallucination
Code Code Available Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Jun 11, 2019 Question Answering Reading Comprehension
Code Code Available Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Sep 7, 2021 Graph Neural Network Question Answering
Code Code Available Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles Nov 7, 2020 Natural Language Inference Question Answering
Code Code Available Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning Nov 15, 2023 In-Context Learning Knowledge Base Question Answering
Code Code Available A Discrete Hard EM Approach for Weakly Supervised Question Answering Sep 11, 2019 Question Answering TriviaQA
Code Code Available Are Large Language Models Good at Utility Judgments? Mar 28, 2024 Answer Generation Benchmarking
Code Code Available A Recurrent BERT-based Model for Question Generation Nov 1, 2019 Language Modeling Language Modelling
Code Code Available A Question-Focused Multi-Factor Attention Network for Question Answering Jan 25, 2018 Open-Domain Question Answering Question Answering
Code Code Available PQA: Perceptual Question Answering Apr 8, 2021 Question Answering
Code Code Available PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models Feb 21, 2024 Benchmarking Form
Code Code Available Extrinsic Evaluation of Cultural Competence in Large Language Models Jun 17, 2024 Open-Ended Question Answering Question Answering
Code Code Available Question Dependent Recurrent Entity Network for Question Answering Jul 25, 2017 Form Memorization
Code Code Available Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks Jul 1, 2018 Abstractive Text Summarization Document Summarization
Code Code Available Extracting Victim Counts from Text Feb 23, 2023 Dependency Parsing Humanitarian
Code Code Available COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes Sep 6, 2024 Multiple-choice Question Answering
Code Code Available A Deep Relevance Matching Model for Ad-hoc Retrieval Nov 23, 2017 Ad-Hoc Information Retrieval Paraphrase Identification
Code Code Available Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs Nov 2, 2018 Graph Ranking Knowledge Graphs
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