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Conversational Question Answering

Papers

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Showing 1–50 of 142 papers

TitleStatusHype
GLaMM: Pixel Grounding Large Multimodal ModelCode2
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for FinanceCode2
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language ModelsCode1
PCoQA: Persian Conversational Question Answering DatasetCode1
Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM InteractionsCode1
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural NetworksCode1
Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode1
APOLLO: An Optimized Training Approach for Long-form Numerical ReasoningCode1
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in FinanceCode1
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question AnsweringCode1
CoQAR: Question Rewriting on CoQACode1
Learning Dialogue Representations from Consecutive UtterancesCode1
Dialog Inpainting: Turning Documents into DialogsCode1
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge GraphsCode1
Can Question Rewriting Help Conversational Question Answering?Code1
SCAI-QReCC Shared Task on Conversational Question AnsweringCode1
Ditch the Gold Standard: Re-evaluating Conversational Question AnsweringCode1
TopiOCQA: Open-domain Conversational Question Answering with Topic SwitchingCode1
Abg-CoQA: Clarifying Ambiguity in Conversational Question AnsweringCode1
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question AnsweringCode1
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge GraphsCode1
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention NetworksCode1
ChainCQG: Flow-Aware Conversational Question GenerationCode1
EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP ApplicationsCode1
Open-Domain Question Answering Goes Conversational via Question RewritingCode1
Open-Retrieval Conversational Question AnsweringCode1
Fluent Response Generation for Conversational Question AnsweringCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
Disambiguation in Conversational Question Answering in the Era of LLM: A Survey—0
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts—0
Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models—0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
Few-shot Policy (de)composition in Conversational Question Answering—0
RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG—0
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems—0
QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing—0
PCQPR: Proactive Conversational Question Planning with Reflection—0
Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—0
Conversational Query Reformulation with the Guidance of Retrieved Documents—0
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers—0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering—0
Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation—0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
Consistency Training by Synthetic Question Generation for Conversational Question AnsweringCode0
PerkwE_COQA: Enhanced Persian Conversational Question Answering by combining contextual keyword extraction with Large Language Models—0
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check—0
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs—0
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question AnsweringCode0
ChatQA: Surpassing GPT-4 on Conversational QA and RAG—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1APOLLOExecution Accuracy78.76—Unverified