Publications
2024
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval
ACL 2024
ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models
ACL 2024
DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval
Findings of ACL 2024
RaDA: Retrieval-augmented Web Agent Planning with LLMs
Findings of ACL 2024
HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval
NAACL 2024
Script-mix: Mixing Scripts for Low-resource Language Parsing
NAACL 2024
COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning
Findings of NAACL 2024 (short)
ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval
NAACL 2024 (short)
2023
On Sample-Efficient Code Generation
EMNLP 2023 (Industry Track)
Relevance-assisted Generation for Robust Zero-shot Retrieval
EMNLP 2023 (Industry Track)
Multilingual Lottery Tickets to Pretrain Language Models
Findings of EMNLP 2023
Intervention-Based Alignment of Code Search with Execution Feedback
Findings of EMNLP 2023
On Monotonic Aggregation for Open-domain QA
INTERSPEECH 2023
Retrieval-augmented Video Encoding for Instructional Captioning
Findings of ACL 2023
When to Read Documents or QA History: On Unified, Selective Open-domain QA
Findings of ACL 2023
2022
PLM-based World Models for Text-based Games
EMNLP 2022
Towards Compositional Generalization in Code Search
EMNLP 2022 (short)
Normalizing Mutual Information for Robust Adaptive Training for Translation
EMNLP 2022 (short)
FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages
AACL/IJCNLP 2022 (short)
Collective Relevance Labeling for Passage Retrieval
NAACL 2022 (short)
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption
NAACL 2022 (short)
Debiasing Event Understanding for Visual Commonsense Tasks
Findings of ACL 2022 (short)
Plug-and-Play Adaptation for Continuously-updated QA
Findings of ACL 2022
2021
Structure-Augmented Keyphrase Generation
EMNLP 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training
ACL/IJCNLP 2021
Web Document Encoding for Structure-Aware Keyphrase Extraction
SIGIR 2021 (short)
SCOPA - Soft Code-Switching, Pairwise Alignment for Zero-Shot Cross-lingual Transfer
CIKM 2021 (short)
Counterfactual Generative Smoothing for Imbalanced Natural Language Classification
CIKM 2021 (short)
Label, Context Augmentation for Response Selection at DSTC8
IEEE Transactions on Audio, Speech,, Language Processing (TASLP), 2021
2020
Meta-supervision for Attention Using Counterfactual Estimation
Data Sci. Eng. 5(2): 193-204 (2020)
Conversion Prediction from Clickstream - Modeling Market Prediction, Customer Predictability.
IEEE Trans. Knowl. Data Eng. 32(2): 246-259 (2020)
XINA - Explainable Instance Alignment Using Dominance Relationship
IEEE Trans. Knowl. Data Eng. 32(2): 388-401 (2020)
Label-Efficient Training for Next Response Selection
EMNLP 2020 (workshop, SustaiNLP)