2025
SweRank: Software Issue Localization with Code Ranking.
CoRR, May, 2025
2024
<tt>L2CEval</tt>: Evaluating Language-to-Code Generation Capabilities of Large Language Models.
,
,
,
,
,
,
,
,
,
,
,
,
,
Trans. Assoc. Comput. Linguistics, 2024
Can Large Language Models Serve as Evaluators for Code Summarization?
CoRR, 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval.
CoRR, 2024
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking.
CoRR, 2024
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification.
CoRR, 2024
CORI: CJKV Benchmark with Romanization Integration - A step towards Cross-lingual Transfer Beyond Textual Scripts.
CoRR, 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
FOLIO: Natural Language Reasoning with First-Order Logic.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks.
,
,
,
,
,
,
,
,
,
,
ACM Trans. Web, August, 2023
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks.
CoRR, 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models.
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2023
Investigating Answerability of LLMs for Long-Form Question Answering.
CoRR, 2023
XGen-7B Technical Report.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2023
Exploring the Integration Strategies of Retriever and Large Language Models.
CoRR, 2023
Answering Complex Questions over Text by Hybrid Question Parsing and Execution.
CoRR, 2023
Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
2022
Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation.
CoRR, 2022
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks.
CoRR, 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.
Proceedings of the 4th Workshop on NLP for Conversational AI, 2022
2021
Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.
CoRR, 2021
Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation.
CoRR, 2021
Dense Hierarchical Retrieval for Open-domain Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Disentangled Code Representation Learning for Multiple Programming Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering.
CoRR, 2020
Commonsense Evidence Generation and Injection in Reading Comprehension.
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Product Title Refinement via Multi-Modal Generative Adversarial Learning.
CoRR, 2018
Data-driven Blockbuster Planning on Online Movie Knowledge Library.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018