In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents.
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CoRR, March, 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation.
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CoRR, March, 2025
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving.
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CoRR, February, 2025
Reverse Thinking Makes LLMs Stronger Reasoners.
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Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.
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Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling.
CoRR, 2024
CodecLM: Aligning Language Models with Tailored Synthetic Data.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization.
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Proceedings of the Findings of the Association for Computational Linguistics, 2024
A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan.
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npj Digit. Medicine, 2021
Interpretable Sequence Learning for COVID-19 Forecasting.
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CoRR, 2020
Interpretable Sequence Learning for Covid-19 Forecasting.
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Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Assessing the quality of answers autonomously in community question-answering.
Int. J. Digit. Libr., 2019
Retrieving people: Identifying potential answerers in Community Question-Answering.
J. Assoc. Inf. Sci. Technol., 2018
Discerning the Quality of Questions in Educational Q&Ausing Textual Features.
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
Bad Users or Bad Content?: Breaking the Vicious Cycle by Finding Struggling Students in Community Question-Answering.
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
Evaluating the Quality of Educational Answers in Community Question-Answering.
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016
Retrieving Rising Stars in Focused Community Question-Answering.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016
MET: A Fast Algorithm for Minimizing Propagation in Large Graphs with Small Eigen-Gaps.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Hyperlocal: inferring location of IP addresses in real-time bid requests for mobile ads.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2013